Abstract
Halloysite nanotubes (HNT), as naturally occurring anisotropic nanofillers, were incorporated into a commercial two-component (2C) polyurethane (PU) system to develop multifunctional nanocomposites for electroinsulating applications. The nanocomposites were prepared via the method of direct dispersion. Dielectric, thermal, and mechanical properties were systematically analyzed at weight concentrations of 2 wt%, 5 wt%, and 10 wt% of HNT in the PU matrix. At 5 wt% HNT, an optimal balance was observed: volume resistivity increased nearly 17-fold, dielectric permittivity was enhanced through Maxwell–Wagner–Sillars interfacial polarization, and thermal conductivity rose modestly while maintaining high mechanical integrity. Broadband dielectric spectroscopy, modeled using the Havriliak–Negami function, showed broadened relaxation dynamics associated with filler–matrix interfaces. Incorporation of 10 wt% HNT caused agglomeration, reducing property uniformity. The results demonstrate that controlled integration of HNT into cold-curing 2C PU systems yields cost-effective, sustainable, and high-performance nanodielectrics, advancing their potential use in high-voltage insulation, aerospace encapsulation, and battery module safety.
1 Introduction
Two-component PU systems are widely employed as potting materials and electrical insulators in high-voltage electronics, power systems, and aerospace platforms, owing to their outstanding dielectric strength, chemical resistance, thermal stability, and mechanical resilience. As operational demands intensify, particularly in environments involving elevated temperatures, electrical stress, or mechanical strain, there is a critical need to develop PU systems with multifunctional capabilities that extend beyond traditional performance limits.
Among the most promising strategies for performance enhancement is the incorporation of nanostructured fillers. HNT, naturally occurring aluminosilicate minerals with a hollow tubular morphology, have gained attention as effective nanofillers due to their low cost, biocompatibility, anisotropic geometry, and favorable surface chemistry. The outer siloxane (Si–O–Si) and inner aluminol (Al–OH) surfaces of HNT enable distinct charge separation and chemical reactivity, which facilitate interfacial adhesion, tailored functionalization, and stable dispersion within polymer matrices [1], [2], [3], [4].
HNT, with the chemical formula Al2Si2O5(OH)4 ⋅nH2O, exists in hydrated (10 Å) and dehydrated (7 Å) forms depending on thermal treatment [5]. Morphologically, HNT resemble multi-walled carbon nanotubes (MWCNTs), but offer substantial advantages in terms of environmental compatibility, cost-effectiveness, and ease of processing [2]. Their high aspect ratio and mesoporous architecture contribute not only to mechanical reinforcement, but also to the development of tortuous conduction pathways and enhanced barrier properties – key factors in improving thermal and dielectric behavior in nanocomposites.
Numerous studies have shown that HNT improve the thermal and electrical properties of polymer systems, including epoxy, polyethylene, and polyaniline. For example, Bertolino et al. demonstrated that HNT enhanced oxidative thermal stability in multilayer biofilms due to their compacted tubular structure [1]. Similarly, in epoxy/HNT composites, Hornak et al. observed suppression of thermo-oxidative degradation alongside improved dielectric stability [6], while other recent studies have confirmed enhanced thermal conductivity, dielectric strength, and long-term electrical reliability in HNT-filled systems [7], [8], [9], [10], [11], [12], [13].
Moreover, the emergence of additive manufacturing has accelerated the development of smart, responsive nanocomposites. Recent 3D and 4D printing studies involving PLA-TPU or PLA-PBAT-Fe3O4 blends show that nanoscale fillers contribute not only to stiffness and conductivity, but also to shape memory behavior and thermal programmability [14], [15], [16]. These findings, though based on thermoplastic matrices, underscore a universal design principle: when uniformly dispersed and strongly bonded, nanoscale reinforcements serve as active elements that govern the multifunctional response of polymer systems.
Despite these advances, the systematic incorporation of HNT into commercial grade two-component PU systems remains underexplored. The existing literature focuses predominantly on thermoplastics or lab-synthesized matrices, whereas industrial formulations, especially cold-curing systems, pose different challenges in terms of filler compatibility, phase separation, and processing-induced voids.
Recent theoretical and experimental studies [2], 5], 11], [17], [18], [19], [20], [21], [22] have underscored the pivotal role of HNT as architecturally active nanofillers that significantly influence the multifunctional performance of polymer nanocomposites. Their anisotropic structure and dual surface polarity, aluminol groups on the inner lumen and siloxane groups on the outer surface, not only promote interfacial polarization and charge trapping but also enhance matrix compatibility and facilitate the formation of percolated interphase domains. Compared to conventional fillers such as silica or carbon nanotubes, HNT often exhibit superior performance due to their natural tubular morphology and high aspect ratio [23], 24], though achieving uniform dispersion and robust interfacial bonding remains a critical challenge [25].
Furthermore, the present study addresses a notable discrepancy in prior literature, where some studies report optimal dielectric and mechanical enhancement at low HNT concentrations (∼2 wt%) [6], 11], 20], while others suggest superior performance at higher loadings (∼5–10 wt%) [3], 7], 8]. These inconsistencies, often arising from differences in matrix chemistry, dispersion quality, or measurement protocols, highlight the need for a systematic investigation under industrially relevant conditions.
The present work builds upon our previous investigations involving ZnO, Al2O3, and MgO nanoparticles [26], [27], [28], [29], [30], but advances the state of the art by integrating naturally abundant anisotropic HNT into a commercial two-component cold-curing PU matrix. In this context, HNT outperform conventional fillers due to their surface polarity, tubular anisotropy, and natural abundance, allowing for a cost-effective yet high-performance composite design. The rational integration of these nanofillers into industry-standard PU systems paves the way for multifunctional materials aligned with energy efficiency, durability, and sustainability goals in next-generation electrical insulation technologies.
2 Experimental section
2.1 Materials
HNT were used as received from Sigma-Aldrich (Product No. 685445, St. Louis, MO, USA). These naturally occurring aluminosilicates have the chemical composition Al2Si2O5(OH)4 ⋅nH2O and exhibit unique hollow tubular morphology with an outer diameter of 50–70 nm, inner diameter of 15–20 nm, and lengths spanning 1–3 μm (BET surface area ≈ 64–65 m2/g; density ≈ 2.53 g/cm3; thermal dehydration near 300 °C) [31]. Their inherent structure, characterized by robust hydrogen bonding and lower surface hydroxyl reactivity compared to inner lumen groups, confers excellent thermal stability and suppresses undesirable conductive pathways, making them ideal for integration into insulating polymer matrices.
The PU system used in this study was a commercial two-component potting compound known as VUKOL N22 Magna Blue, designed primarily for the encapsulation of electrical components [32]. It provides mechanical protection, electrical insulation, limited environmental resistance, and exhibits self-extinguishing behavior under fire exposure. The formulation consists of two liquid components: Component A (polyol) and Component B (curing agent), which must be mixed in a prescribed weight ratio of 100:47.
The initial mixture is characterized by low viscosity, making it suitable for casting into removable molds or permanent enclosures. The Component A also contains proprietary additives to tailor processing and end-use properties, including flame retardants (UL94 V-2 flammability classification at a thickness of 2 mm) and a blue pigment (specific to the Magna Blue variant). Upon mixing, a chemical reaction occurs between the hydroxyl (–OH) groups of a multifunctional polyol (component A, derived from castor oil) and the isocyanate (–NCO) groups of a curing agent (component B, based on diphenylmethane diisocyanate, MDI, and its oligomers). Component A typically contains three –OH groups per molecule, while component B provides two –N=C=O functionalities per molecule. This stoichiometry facilitates the formation of extended urethane linkages, ultimately resulting in a highly cross-linked, three-dimensional (3D) polymer network. The resulting structure imparts a viscoelastic and semi-rigid character to the cured polyurethane matrix, which is critical for applications requiring a balance of mechanical integrity and dielectric insulation. The material undergoes gradual gelation over several tens of minutes depending on the layer thickness and heat dissipation, and requires at least 10 days at room temperature to achieve full cure. The resulting polymer is insoluble in solvents, thermoset (non-meltable), and demonstrates slow, partial recovery upon mechanical deformation (Figure 1).

Chemical reaction of urethane bond formation.
From a structural perspective, the formulation includes additional cross-linking agents that facilitate the development of a densely interconnected polymer network during curing, thereby enhancing its mechanical integrity. As a result, the cured material exhibits improved toughness and hardness, with a Shore A value in the range of 77–80. Its low initial viscosity is particularly advantageous for precision casting into narrow voids and complex geometries, making it suitable for advanced electrical insulation and thermal management applications.
Beyond laboratory evaluation, this two-component PU system is also applied in commercial-scale energy storage systems, where it serves as an encapsulant and structural insulator for battery modules. Its favorable rheological properties promote efficient infiltration into confined cell compartments and interstitial spaces, ensuring uniform encapsulation. Upon curing, the material contributes to mechanical stabilization, enhances resistance to vibrational and thermal cycling stresses, and supports overall operational safety and durability. The integration of such PU systems into battery technologies highlights their multifunctional utility and relevance for next-generation electrochemical energy storage applications.
2.2 Fabrication of PU/HNT nanocomposites
The nanocomposites were prepared using a dispersive mixing technique optimized to ensure a uniform distribution of HNT within a two-component polyurethane (2C-PU) matrix. We successfully employed the method of direct dispersion in the preparation of nanocomposite samples, as described also in our previous works [26], [27], [28], [29], [30, 33]. All HNT were vacuum-dried (Thermo Scientific, Vacutherm, model VT 6025, Germany) at 40 °C for 24 h to remove adsorbed moisture prior to use. The required amount of HNT (2, 5, or 10 wt%) was dispersed into Component A (polyol) and subjected to mechanical stirring using a magnetic stirrer at 700 rpm for 3 h at 40 °C to optimize viscosity.
To further minimize agglomeration, the suspension was exposed to ultrasonication for 1 h using a high-frequency needle-type sonicator (Bandelin, Sonopuls, Germany, 20 kHz). This step was followed by vacuum degassing at 10 mPa for 1 h to eliminate entrapped air bubbles. The isocyanate hardener (Component B) was then added in a 100:47 weight ratio and mixed using magnetic stirring at 100 rpm for 3 min under concurrent vacuum degassing.
The resulting homogeneous mixture was poured into circular silicone molds and cured under ambient laboratory conditions (23 °C, 50 % RH) for 48 h. All specimens were prepared in 10 replicates to ensure measurement reproducibility and statistical significance (Figure 2). Reference PU samples were processed under identical mixing, curing, and conditioning conditions, with the only difference being the absence of HNT fillers.

Schematic illustration of the HNT composites preparation.
The reference PU samples were processed under mixing, curing, and conditioning conditions identical to those of the nanocomposites, with the only difference being the absence of HNT fillers.
3 Results and discussion
3.1 Dynamic mechanical analysis
The dynamic mechanical analysis (DMA) of polymeric materials is highly sensitive to molecular mobility, which undergoes significant changes during relaxation transitions such as the glass transition (T g) and secondary relaxations. The glass transition temperature is commonly identified as the peak in the temperature dependence of the loss factor (tan δ), corresponding to the onset of cooperative segmental motion in the amorphous domains. At this temperature, polymer chains transition from a glassy, rigid state to a rubber-like, flexible regime.
DMA measurements were conducted using a TA Instruments Q800 analyzer (Eschborn, Germany) operated in tension mode. DMA measurements were performed once. The glass transition temperatures were determined with error ±1 °C. A sinusoidal deformation with an amplitude of 5 μm was applied at a fixed frequency of 5 Hz. Samples of 1 mm thickness and 8 mm width were heated from −50 °C to 80 °C at a uniform rate of 2 °C/min under a nitrogen atmosphere to minimize the oxidative effects.
The temperature-dependent behavior of the storage modulus and loss factor (tan δ) for the pure PU matrix and its HNT – based nanocomposites is presented in Figure 3. The nanocomposites containing 2 wt% (PU + 2 % HNT) composite exhibited a lower storage modulus than pure PU, indicative of reduced stiffness and brittleness. Moreover, a slight shift of T g toward lower temperatures was observed in the tan δ profile, suggesting enhanced chain mobility. This effect is attributed to increased phase separation and the formation of hydrogen bonds between urethane groups in the hard segments of the polyurethane and hydroxyl groups located on the HNT surface. These interactions likely disrupt segmental miscibility and increase free volume, thereby enhancing the mobility of soft segments [34]. This interpretation is further supported by 1H NMR measurements (Figure 5) performed on PU nanocomposites with varying HNT loadings [35].

Temperature dependence of storage modulus (a) and loss factor tan δ (b) for pure PU and its nanocomposites with varying HNT content.
In contrast, nanocomposites containing 5 wt% (PU + 5 % HNT) and 10 wt% (PU + 10 % HNT) HNT demonstrated consistently higher storage moduli across the examined temperature range, indicating increased rigidity and brittleness. The T g values of these samples remained close to those of pure PU. At elevated HNT content, the likelihood of filler agglomeration increases, which can hinder effective phase separation and reduce the available free volume, thereby suppressing soft segment mobility and reinforcing the composite structure.
3.2 X-ray diffraction
XRD measurements were conducted using a Rigaku MiniFlex600 diffractometer (Tokyo, Japan) operated at 40 kV and 15 mA with CuKα radiation (λ = 0.154 nm). The measurements employed the θ–2θ configuration with scan rates of 2.5°/min for the sample and 5°/min for the detector. Baseline correction was applied to all collected diffractograms to enhance signal clarity and comparability.
Figure 4 presents the XRD patterns of pure HNT, unmodified PU, and HNT-reinforced PU nanocomposites. The XRD diffractogram of pure HNT exhibits distinct diffraction peaks at 2θ = 12.1°, 20.0°, 24.6°, 26.7°, 35.1°, 38.1°, and 54.1°, which are characteristic of the crystalline structure of halloysite and consistent with previous reports [36], [37], [38].

XRD patterns for pure HNT, pure PU, and their nanocomposites.
The diffractogram of pure PU reveals two broad diffraction features centered at 2θ = 12.1° and 20.7°. According to previous studies [39], 40], the broad peak of 20.7° corresponds to microcrystalline domains in the soft segments, suggesting that the PU matrix is predominantly amorphous with dispersed microcrystalline inclusions. Reflection at 12.1° is attributed to short-range ordering in the hard segment domains, indicating the formation of microcrystals without long-range crystallinity [41], 42].
For the PU + 2 % HNT nanocomposite, the diffraction pattern closely resembles that of pure PU, indicating that incorporation of a low concentration of HNT does not significantly change of the PU matrix on the larger scale. At this filler loading, no distinct peaks associated with crystalline HNT are observed, likely due to their low volume fraction and uniform dispersion.
At higher HNT concentrations (5 wt% and 10 wt%), notable structural changes emerge. The diffraction peak at 2θ = 20.7° – associated with soft segment microcrystallinity – vanishes entirely, suggesting that the increased filler content disrupts the ordering of soft domains. In contrast, the intensity of the peak at 12.1°, associated with hard segments, increases relative to pure PU. This observation may reflect the restricted mobility of polymer chains in the presence of HNT aggregates, which hinder soft segment packing while facilitating localized ordering of hard segments. The enhanced peak intensity may indicate an increase in the size or population of microcrystalline domains due to interfacial interactions between HNT and the hard segments of the PU matrix.
3.3 27AI nuclear magnetic resonance
Solid-state NMR measurements were conducted on a Varian 400 MHz spectrometer (Palo Alto, CA, USA). The 27Al spectra were recorded at a Larmor frequency of 104.17 MHz using a π/6 pulse excitation (1.05 μs pulse width), a recycle delay of 1 s, and a magic-angle spinning (MAS) rate of 12 kHz. Each spectrum included 3,600 scans. A 1 mol/L aqueous solution of [Al(H2O)6 ]3+ was used as an external chemical shift reference.
27AI nuclear magnetic resonance spectroscopy is highly sensitive to the aluminum coordination environment, particularly the coordination number and local geometry surrounding the Al nuclei. These structural factors produce well-defined chemical shift regions that correspond to distinct AlO x environments in aluminosilicates and related frameworks [43]. Accordingly, 27Al NMR provides valuable insight into the dispersion state and interfacial interactions of HNT embedded within a PU matrix.
Figure 5 displays the 27Al MAS NMR spectra obtained at room temperature for pure HNT and the corresponding PU-based nanocomposites. The spectrum of the unmodified HNT shows a single, symmetric resonance centered at 3.2 ppm, consistent with the presence of octahedral coordinated aluminum species (AlO6). In contrast, all PU/HNT nanocomposites exhibit an additional resonance near 60 ppm, attributed to tetrahedrally coordinated AlO4 sites.

27Al NMR spectra for pure HNT and polyurethane nanocomposites measured at ambient temperature. Inset shows dependence of relative signal intensity assigned to 27Al nuclei in AlO6 and AlO4 sites versus concentration of HNT in studied nanocomposites.
These spectral differences arise from modifications in local symmetry and disorder at the aluminum sites, likely caused by chemical interactions with the surrounding polymer. The appearance of the AlO4 signal at 60 ppm is consistent with the hydrogen bond between hydroxyl groups on the HNT surface and urethane groups in the polymer, which induces partial dehydroxylation and structural rearrangement, an effect analogous to thermally driven dehydroxylation observed in prior studies [44].
Furthermore, the relative intensity of the AlO4 resonance systematically decreases with increasing HNT content. Specifically, for nanocomposites containing 2 wt%, 5 wt%, and 10 wt% HNT, the relative intensities of the tetrahedral AlO4 sites are 0.77, 0.65, and 0.44, respectively. This trend suggests that at higher filler loadings, the formation of HNT aggregates limits interfacial contact with the polymer, thereby preserving the original AlO6 coordination environments within the HNT structure. The micrograph for the 10 wt% sample shows a marked area of HNT agglomeration, indicating compromised dispersion quality at higher filler loading.
3.4 Elemental analysis by energy-dispersive X-ray spectroscopy (EDS)
The EDS composite analysis of the PU nanocomposite with 2 wt% HNT (Figure 6) confirms the incorporation and spatial distribution of HNT within the PU matrix. The spectrum reveals dominant carbon (C) and oxygen (O) peaks originating from the organic PU host, along with distinct aluminum (Al) and silicon (Si) peaks that are characteristic of the Al2Si2O5 structure of HNT. A phosphorus (P) signal corresponds to a flame-retardant additive, while minor amounts of sodium (Na) and potassium (K) likely reflect the residual mineral components inherent to natural halloysite. The embedded EDS map inset illustrates the co-localization of Al and Si within localized domains, confirming the spatial distribution of HNT-rich clusters. The continuous carbon background, together with these discrete filler zones, supports the conclusion that HNT are effectively dispersed, though not fully homogenized within the PU matrix.

EDS elemental mapping of the PU nanocomposite filled with 2 wt% HNT, showing the spatial distribution of C, O, Al, Si, P, and trace elements. HNT are identified via co-localized Al and Si domains within the polyurethane matrix.
3.5 Fourier transform infrared spectroscopy analysis of PU/HNT
Fourier Transform Infrared (FTIR) spectroscopy is a widely applied analytical technique for identifying functional groups and monitoring molecular interactions in polymer-based systems. It provides information about the vibrational modes of chemical bonds and enables detection of structural changes in materials at the molecular level. In studies of polymer nanocomposites [22], 45], FTIR is particularly useful for confirming the presence of specific fillers, tracking variations in characteristic absorption bands, and evaluating possible interactions at the matrix–filler interface. By analyzing the position, intensity, and shape of absorption peaks, valuable insights can be obtained into chemical bonding, hydrogen interactions, and compatibility between the polymer matrix and nanofillers.
The macroscopic assessment of the dispersion homogeneity of HNT fillers within the specimens was performed using FTIR spectroscopy in transmission mode, employing a Nicolet 380 spectrometer (Thermo Scientific, USA). The broadening and slight shifts observed in the N–H stretching at approximately 3,300 cm−1 and the C=O stretching of urethane groups around 1,700–1,730 cm−1 suggest the presence of hydrogen bonding between surface hydroxyl groups of HNT and the urethane functionalities of the polymer. These interactions are consistent with the known surface chemistry of halloysite, where the inner lumen (Al–OH groups) is positively charged and the outer surface (Si–O–Si groups) carries a negative charge. This polarity promotes multiple bonding mechanisms, including hydrogen bonding between N–H groups of urethane and hydroxyl groups on the HNT surface, dipole–dipole interactions between polar carbonyl groups of the polyurethane and the negatively charged Si–O–Si surface of HNT, as well as electrostatic interactions between positively charged Al–OH inner lumen groups and polar moieties of the polymer. At higher HNT contents (5–10 %), these interactions become more evident in the spectra, as indicated by band broadening in both the urethane group region and the C–O–C vibration range (1,100–1,300 cm−1), where overlap with HNT signals occurs, Figure 7. These findings suggest that HNT acts not only as a passive filler but also as an active component capable of forming physical bonds with the polyurethane matrix, improving interfacial adhesion and potentially influencing the dielectric and mechanical behavior of the nanocomposites.

FTIR spectra of pure PU and PU/HNT nanocomposites with varying HNT content, illustrating characteristic PU bands and the emerging Si–O–Si and Al–O signals of HNT.
3.6 Volume resistivity
The evaluation of volume resistivity serves as a critical diagnostic tool for assessing the dielectric integrity of polymer-based nanocomposites, particularly in high-voltage applications where suppression of leakage currents and long-term insulation reliability are paramount. This parameter reflects the ability of the material to maintain electrical resistance under sustained DC stress and is strongly influenced by interfacial phenomena and filler dispersion quality.
All measurements were conducted in accordance with the IEC 62631-3-1 and IEC 62631-3-2 standards using a Keithley 6517A electrometer coupled with a Keithley 8009 resistivity test fixture (Keithley Instruments, OH, USA). Prior to testing, all specimens were conditioned under short-circuit conditions for 24 h to ensure measurement stability. For evaluation, five independently prepared samples were measured to ensure reproducibility and statistical reliability. In this study, the unmodified PU matrix exhibited an intrinsic volume resistivity of 5.38 × 1014 Ω m with a measurement error of 0.9 %, in agreement with literature data for insulating PU used in electrical potting and encapsulation [20], 46]. Upon incorporation of 2 wt% HNT, the resistivity increased substantially to 5.13 × 1015 Ω m with a measurement error of 0.7 %. The maximum enhancement was achieved at 5 wt% loading with a measurement error of 0.6 % and reaching 9.04 × 1015 Ω m an improvement of nearly 17-fold over the pure PU matrix (Figure 8). This significant rise is attributed to the formation of tortuous conduction pathways, interfacial polarization mechanisms (e.g., Maxwell–Wagner–Sillars effect, α-polarization), and space charge trapping induced by the high aspect ratio and insulating character of HNT.

A bar chart comparing the volume resistivity (Ω ⋅ m) of PU/HNT composites.
However, at 10 wt% filler content, a decline in resistivity to 1.98 × 1015 Ω m with a measurement error of 1.0 % was observed. This reduction is likely due to nanotube agglomeration, which creates localized conduction pathways, diminishes interfacial area for polarization, and disrupts the homogeneity of the composite microstructure. The resulting compromise in dielectric uniformity highlights the importance of maintaining nanoscale dispersion to preserve high insulation performance.
Notably, current stabilization was only achieved after approximately 60 min of continuous DC voltage application, indicating the presence of dominant absorption currents in the early stages of measurement. These currents originate from interfacial dipole alignment, molecular polarization, and delayed carrier drift. Such a transient behavior is characteristic of highly resistive nanodielectrics, particularly those containing deep trap states and extended interfacial regions introduced by nanofillers [20], 47], 48]. These features contribute to delayed ohmic conduction, reinforcing the insulating character of the material [27], [49], [50], [51], [52], [53], [54].
Compared to previously reported PU/HNT composites, the values obtained in this work, particularly at 5 wt% filler, exceed the typical volume resistivity range (1013–1015 Ω m), underscoring the effectiveness of the filler–matrix interface and dispersion strategy employed. Moreover, composites exceeding 1015 Ω m are typically classified as high-performance dielectrics suitable for critical applications such as high-voltage insulation, electric mobility, and battery module encapsulation.
3.7 Broadband dielectric spectroscopy
A dielectric spectroscopy setup using a three-electrode configuration [55], [56], [57], [58] and was utilized for the measurement of basic dielectric parameters. In the frequency range of 100 Hz to 1 MHz, an OT 7600 Plus LCR meter (QuadTech, USA) was used to determine the real part of the capacitance and the bulk resistivity. For the low-frequency interval between 1 mHz and 10 kHz, complex capacitance and dissipation factor (tg δ) were recorded using an IDAX 350 precision analyzer (Megger, Sweden). All measurements were carried out according to the IEC 62631-2-1: 2018 standard [48], under controlled thermal conditions with a temperature stability of ±0.5 °C throughout the measurement protocol.
Figure 9a displays the frequency-dependent real permittivity (ϵ r ) of PU reinforced with 2 wt% HNT nanoparticles, measured across temperatures from 25 °C to 120 °C over a frequency range of 1 mHz to 1 MHz. At 25 °C, ϵ r increases from 3.5 to 7.6 as the frequency decreases to 1 mHz. At temperatures over 40 °C and below 1 Hz, a substantial temperature-dependent increase in ϵ r is observed, which is attributed to enhanced electrode polarization.

The frequency dependence (a) of the real part of the complex relative permittivity and (b) of the dissipation factor for PU with 2 wt% HNT nanoparticles.
The dissipation factor (tg δ) data reveals two distinct relaxation processes Figure 9b. The first, denoted as f 1, is linked to the intermediate dipolar effect (IDE) and shows a local maximum near 1 Hz at 25 °C. This maximum shifts to higher frequencies as the temperature increases. Above 60 °C, a second local maximum, f 2, appears in the sub-hertz range. This α-relaxation mode is associated with the glass transition and micro-Brownian motion of the polymer, and it also shifts to higher frequencies with increasing temperature. An increase in tgδ at very low [46], 59] or SiO2 [29].
Figure 10 compares the real permittivity (a) and dissipation factor (b) of pure PU and PU with three different weight percent (wt%) concentrations of HNT fillers at 60 °C. Notably, PU with 2 wt% HNT exhibited lower permittivity across all frequencies compared to pure PU. Since nanotubes have a large active surface area, they can bind the hard segments located on the HNT surface, which reduces their mobility and therefore permittivity. The decrease in movement of the hard segments was also confirmed by DMA method Figure 3. A similar decrease in permittivity was observed for admixtures of MgO, ZnO, and SiO2 nanoparticles at concentrations up to 1 wt% [46], 59]. Conversely, PU with 5 wt% HNT showed higher permittivity, particularly at frequencies above 5 Hz. This enhancement can be attributed to the role of HNT in promoting interfacial polarization (Maxwell–Wagner–Sillars effect). Due to their anisotropic tubular morphology and distinct surface polarity – aluminol groups on the inner lumen and siloxane groups on the outer wall – HNT establish well-defined interfaces with the surrounding PU matrix. Under an applied electric field, these interfaces serve as trapping sites for space charges, leading to localized charge accumulation and elevated permittivity. Moreover, the strong filler matrix interactions limit the mobility of charge carriers, thereby reducing dielectric losses. This is evidenced by the observed decrease in the dissipation factor (Figure 9b) for HNT filled samples, particularly at intermediate frequencies. These findings confirm that the quality and morphology of the filler matrix interface play a pivotal role in tuning the dielectric behavior of PU nanocomposites.

The frequency dependence (a) of the real part of the complex relative permittivity and (b) of the dissipation factor for PU with 2, 5 and 10 wt% HNT nanoparticles at a temperature of 60 °C.
To obtain deeper insight into the dielectric relaxation processes, the Havriliak–Negami model was applied, as it provides a phenomenological yet highly accurate framework for modeling complex relaxation behavior in disordered materials. This model generalizes the Cole–Cole and Davidson–Cole formalisms by introducing two shape parameters to account for both the symmetric and asymmetric broadening of relaxation peaks.
The generalized complex permittivity function is expressed as:
where:
ɛ*(ω) is the complex dielectric permittivity,
ɛ ∞ is the high-frequency limit of the permittivity,
Δɛ is the dielectric strength (Δɛ = ɛ s − ɛ ∞ ),
τ 0 is the characteristic relaxation time,
α and β are the empirical shape parameters (0 < α, β ≤ 1), governing symmetric and asymmetric peak broadening,
σ DC is the DC electrical conductivity,
ɛ 0 is the permittivity of free space.
The double relaxation structure (i = 1, 2) was introduced due to the coexistence of distinct relaxation modes, attributed to interfacial (Maxwell–Wagner–Sillars) polarization and segmental mobility of polyurethane chains.
This model was selected on the basis of its demonstrated ability to fit broad and asymmetric dielectric loss peaks observed in polymer nanocomposites, particularly in systems with heterogeneous morphology and filler–matrix interactions. In this study, the HN model provided excellent agreement with experimental data across the measured frequency range (1 mHz–10 MHz), thereby enabling robust extraction of relaxation parameters associated with both dipolar and interfacial polarization mechanisms.
Table 1 summarizes the parameters fitted to the Havriliak–Negami model for these concentrations at a temperature of 60 °C. The addition of HNT reduces the DC conductivity what correspond with the increase of the volume resistivity (Figure 8). For all HNT concentrations (Figure 10b), the dissipation factor was smaller as pure PU at frequencies below 1 kHz. The addition of HNT decrease of value α 1, which confirms broader distribution of relaxation times due to increase in phase separation. Additionally, the α-mode relaxation peak (f 2) for the nanocomposites shifted to lower frequencies and is narrower (increase of α 2) as HNT content increased, indicating the restricted mobility of polymer chains in the presence of HNT aggregates (Figure 4. A significant shift of the whole development to lower frequencies due to particle agglomeration is observed in the case of 10 wt % HNT, f 2 is an order of magnitude smaller than for pure PU).
Parameters of the Havriliak–Negami model for composites of various concentrations of HNT in PU at 60 °C, where f = 1/(2πτ), and α 1 is broadening parameter and β 1 is asymmetry parameter. Index 1 corresponds to the IDE process and index 2 to α-polarization.
| Parameter | Pure PU | PU + 2 % HNT | PU + 5 % HNT | PU + 10 % HNT |
|---|---|---|---|---|
| ϵ ∞ | 3.0 | 3.1 | 3.3 | 3.0 |
| σ (10−12 S/m) | 31.6 | 3.94 | 12.2 | 1.11 |
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| Process 1: IDE Process | ||||
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| Δϵ 1 | 4.6 | 4.1 | 5.4 | 4.8 |
| τ 1 (ms) | 0.649 | 0.198 | 0.276 | 1.11 |
| f 1 (Hz) | 245 | 803 | 577 | 143 |
| α 1 | 0.51 | 0.38 | 0.43 | 0.381 |
| β 1 | 0.57 | 0.95 | 0.77 | 0.69 |
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| Process 2: α Process | ||||
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| Δϵ 2 | 23.5 | 16.1 | 15.3 | 15.9 |
| τ 2 (s) | 6.5 | 15.4 | 11.1 | 100.9 |
| f 2 (mHz) | 24 | 10 | 14 | 2 |
| α 2 | 0.8 | 0.89 | 0.85 | 0.94 |
| β 2 | 1 | 1 | 1 | 0.85 |
The results from broadband dielectric spectroscopy (BDS) strongly correlate with the volume resistivity trends, confirming that optimal HNT dispersion (at 2 and 5 wt%) leads to suppressed DC conductivity and reduced low-frequency dielectric losses [6], 60]. These effects are attributed to interfacial polarization, charge trapping, and increased tortuosity in the conductive pathways – mechanisms that also account for the observed 17-fold increase in resistivity. The shift of relaxation processes toward lower frequencies reflects reduced chain mobility and enhanced dielectric confinement. At 10 wt%, both BDS and resistivity data indicate a decline in performance due to nanotube agglomeration, underscoring the critical role of filler dispersion in preserving electroinsulating functionality.
3.8 Analysis of PU HNT composite thermal conductivity
The results of our measurements show a slight and progressive increase in thermal conductivity with rising HNT concentration (Figure 11). Thermal conductivity measurements were initially conducted using a novel experimental setup developed for polyurethane composites [61], and subsequently verified using a TPS 2500 S thermal constants analyzer (Hot Disk AB, Sweden). This instrument enables high-precision determination of thermal conductivity, thermal diffusivity, and specific heat capacity in accordance with ISO 22007-2. Each reported value represents the average of 10 repeated measurements to ensure statistical reliability. The measured values are 0.200 W m−1 K−1 for pure PU, increasing to 0.213 W m−1 K−1 at PU + 2 % HNT, 0.220 W m−1 K−1 at PU + 5 % HNT, and finally 0.230 W m−1 K−1 in PU + 10 % HNT loading. The modest trend is consistent with findings reported in the scientific literature for solid polymer composites. This result demonstrates the effectiveness of HNT as a functional filler for enhancing the thermal transport properties of the polymer matrix.

Thermal conductivity of PU/HNT composites. The data points represent the mean of 10 measurements, and the shaded area indicates the confidence band corresponding to the standard error of the mean.
The primary mechanism for this enhancement is the introduction of the HNT themselves, which possess a higher intrinsic thermal conductivity than the polyurethane matrix. Research shows that HNT can form effective thermal conductivity channels within the polymer [62].
These nanotubes act as “heat conduction bridges,” creating more efficient pathways for phonons, which are the primary carriers of heat in such materials [63]. One study on a solid polyurethane-based phase change material documented a significant increase in thermal conductivity from 0.111 W m−1 K−1 to 0.263 W m−1 K−1 with the addition of 5 wt% of functionalized HNT (HNTs@Fe3O4), attributing the improvement to the formation of these conductive pathways [42], 62].
The slight, progressive increase in thermal conductivity that we observed with rising HNT concentration (from 2 % to 10 %) is due to the formation of a more extensive and interconnected thermal network throughout the composite [64]. However, the effectiveness of this network is highly dependent on the quality of HNT dispersion and the interfacial bonding between the nanotubes and the polyurethane matrix. Good dispersion is crucial because agglomerated nanotubes can impede heat flow. Furthermore, a strong interaction at the filler-matrix interface is necessary to minimize interfacial thermal resistance (also known as Kapitza resistance), which can otherwise hinder efficient heat transfer [65]. While our data shows a modest, continued improvement up to 10 % loading, it is worth noting that some studies observe a diminishing rate of improvement at higher concentrations, as the challenges of maintaining good dispersion can begin to counteract the benefits of a denser filler network [62].
As illustrated in Figure 11, the progressive increase in thermal conductivity with HNT concentration is statistically discernible when considering the standard error of the mean across multiple measurements. Although the absolute increase is modest, the confidence bands for the different concentrations show minimal overlap, suggesting that the observed trend is not merely an artifact of experimental error. This provides stronger evidence that HNT create a more efficient thermal transport network within the polyurethane matrix.
3.9 Mechanical properties of HNT-reinforced polyurethane
Mechanical tests were carried out under controlled laboratory conditions at 25 °C to assess the tensile performance of HNT-reinforced polyurethane. For each material formulation, five replicate specimens were tested to ensure reproducibility and statistical reliability of the results. Uniaxial tensile tests were performed in accordance with the STN EN ISO 527-1 standard [66], using a constant crosshead speed of 50 mm/min. The final stress–strain curve for each formulation was obtained by averaging all replicative curves. The parameters evaluated included the ultimate tensile strength and elongation at break, corresponding to the maximum stress and strain values recorded prior to failure under monotonic loading.
All measurements were conducted using a Shimadzu AGS-X 50 kN (Japan) universal testing machine, equipped with high resolution load cells and automated data acquisition software. The experimental setup ensured consistent boundary conditions and accurate capture of force–displacement behavior across all test specimens. This methodology provided a robust basis for quantifying the effect of the incorporation of HNT on the mechanical performance of the polyurethane matrix.
The mechanical properties of pure PU and its nanocomposites containing 2 wt%, 5 wt% and 10 wt% of HNT were investigated to evaluate the effect of HNT loading on the polymer matrix. The tensile behavior of the materials is presented in the stress–strain curves in Figure 12, and the key mechanical parameters are summarized in Table 2, with the standard error not exceeding 0.3 MPa across all measurements.

Stress–strain curves for pure PU, PU with 2 wt% HNT, 5 wt% HNT and with 10 wt% HNT.
Values of tensile strength, elongation, and hardness of pure PU and its composites with HNT.
| Oprule extbfSample | Tensile strength (MPa) | Elongation at break (%) | Hardness (Shore D) |
|---|---|---|---|
| PU | 8.7 | 78.0 | 35 |
| PU + 2 % HNT | 11.2 | 76.6 | 40 |
| PU + 5 % HNT | 13.6 | 74.5 | 45 |
| PU + 10 % HNT | 12.1 | 73.9 | 45 |
Across the concentration series, all materials retained the characteristic ductile elastomeric profile of the base polyurethane, yet the incorporation of HNT systematically shifted the stress levels. Pure PU exhibited a Young’s modulus of 39.9 MPa, an ultimate tensile strength of 8.7 MPa, and an elongation at break of 78 %. Introducing 2 wt% HNT produced a moderate reinforcement: the modulus increased to 55.0 MPa and the tensile strength reached 11.2 MPa, while the elongation at break decreased slightly to 76.6 %. These changes indicate efficient load transfer to the nanotubular filler and the onset of matrix stiffening [67], 68].
The composite containing 5 wt% HNT delivered the most pronounced enhancement. Its modulus climbed to 85.1 MPa and the tensile strength peaked at 13.6 MPa, a 56 % improvement over the neat matrix. Simultaneously, the elongation at break remained comparatively high (74.5 %), evidencing that the filler network reinforced the material without triggering brittle failure. Together with the observed Shore D hardness of 45, these findings pinpoint 5 wt% HNT as the optimal composition that balances stiffness, strength, and ductility.
At 10 wt% HNT the reinforcement effect begins to plateau. The modulus decreased to 70.0 MPa and the tensile strength fell to 12.1 MPa, albeit still above the neat PU. The additional filler fraction therefore yields diminishing returns, likely because localised agglomerates act as stress concentrators and partially disrupt load transfer [69], [70], [71]. The accompanying drop in elongation (73.9 %) and hardness (45 Shore D) supports this interpretation.
The concentration-dependent trends reinforce the importance of maintaining a percolated yet well-dispersed HNT network. Below 5 wt% the nanotubes are sufficiently separated to provide uniform reinforcement without sacrificing ductility, whereas higher loadings promote aggregate formation that undermines the mechanical synergy with the matrix. Consequently, 5 wt% HNT emerges as the most advantageous formulation for applications requiring simultaneous gains in stiffness, strength, and hardness while preserving elastomeric extensibility.
3.10 Morphological analysis by scanning electron microscopy (SEM)
The fracture morphology of PU/HNT nanocomposites was systematically examined using scanning electron microscopy (SEM) to investigate the influence of HNT loading on filler dispersion, interfacial characteristics, and failure mechanisms. Clear morphological transitions were observed across the composition range, offering visual support for the structure–property relationships discussed throughout this study.
The pure PU matrix (Figure 13, top-left) displays a smooth and homogeneous surface devoid of particulate features, confirming the absence of inorganic inclusions and validating its use as a baseline.

Representative SEM micrographs of fractured surfaces for PU/HNT nanocomposites at varying HNT contents (top-left: 0 wt%, top-right: 2 wt%, bottom-left: 5 wt%, bottom-right: 10 wt%). All images captured at 50,000× magnification, 15.0 kV, scale bar = 100 nm.
At 2 wt% HNT loading (top-right), the fracture surface remains relatively smooth with isolated bright contrast regions corresponding to well-dispersed HNT. The lack of microvoids, pull-out structures, or significant crack propagation paths suggests effective stress dissipation and matrix continuity. This observation is consistent with DMA and dielectric spectroscopy results indicating enhanced chain mobility and suppressed DC conductivity.
The nanocomposite containing 5 wt% HNT (bottom-left) exhibits a more textured morphology with localized roughness, microcracks, and surface undulations, indicating stronger interfacial bonding and more efficient energy dissipation during fracture. The distribution of filler domains remains uniform, supporting the enhancements observed experimentally in thermal conductivity, volume resistivity, and tensile strength.
At 10 wt% HNT (bottom-right), pronounced nanoparticle clustering is visible, confirming the onset of agglomeration. The formation of filler-rich domains, reduced matrix continuity, and heterogeneous fracture topography indicate suboptimal dispersion. This morphology corroborates the mechanical and electrical performance decline observed at this concentration and validates the existence of a critical filler threshold beyond which interfacial quality and percolation effects dominate.
Overall, the SEM analysis provides direct microstructural evidence for the progressive transition from uniform dispersion to agglomeration, which underpins the non-linear trends observed in dielectric, thermal, and mechanical properties. The results confirm that 5 wt% represents an optimal balance between filler loading and interfacial control, while higher concentrations introduce microstructural defects that degrade multifunctional performance.
4 Conclusions
This study systematically investigated the dielectric, thermal, and mechanical performance of PU nanocomposites doped with HNT, emphasizing their applicability as advanced electroinsulating materials. Experimental analysis of commercial 2C cold-curing PU formulation was employed to ensure its industrial relevance, while maintaining standard working procedures for the preparation of nanocomposite systems.
The experimental results showed a strong dependence of the multifunctional properties on HNT loading. At concentration (2 wt%), HNT improved the Young’s modulus, tensile strength, and suppression of dielectric loss due to enhanced interfacial interactions and chain mobility, while maintaining thermal conductivity comparable to pure PU. At concentrations (5 wt%), an optimal balance was achieved: dielectric permittivity was significantly enhanced via interfacial (Maxwell–Wagner–Sillars) polarization, volume resistivity increased by nearly 17-fold, and thermal conductivity showed a statistically significant improvement, while mechanical metrics such as Young’s modulus and tensile strength were maximized. However, incorporating (10 wt%) led to HNT agglomeration, as confirmed by SEM and 27Al NMR, which introduced localized heterogeneity and resulted in reduced mechanical performance and dielectric stability.
The BDS analysis, interpreted through the Havriliak–Negami model, provided deeper insight into relaxation dynamics. The observed asymmetric broadening of dielectric loss peaks indicated multiple coexisting relaxation mechanisms, with interfacial polarization and chain mobility strongly dependent on concentration of HNT and dispersion quality. These findings confirm that interfacial are is the key factor in tuning dielectric performance.
In summary, the results demonstrate that the rational integration of HNT into 2C PU matrix (VUKOL N22 Magna) enables the design of multifunctional nanodielectrics that combine high volume resistivity, tunable dielectric permittivity, moderate thermal conductivity enhancement, and improved mechanical strength. The study successfully points out the state of the art by bridging between laboratory-scale HNT studies and industrial 2C cold-curing PU systems, highlighting the potential of naturally abundant nanotubular fillers for next-generation electroinsulating, encapsulation, and energy storage applications.
Funding source: This research was supported by the Slovak Research and Development Agency
Award Identifier / Grant number: APVV-21-0078
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Funding information: This research was supported by the Slovak Research and Development Agency under contract No. APVV-21-0078.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Conflict of interest: The authors state no conflict of interest.
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Data availability statement: All data generated or analysed during this study are included in this published article.
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© 2025 the author(s), published by De Gruyter, Berlin/Boston
This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Research Articles
- MHD radiative mixed convective flow of a sodium alginate-based hybrid nanofluid over a convectively heated extending sheet with Joule heating
- Experimental study of mortar incorporating nano-magnetite on engineering performance and radiation shielding
- Multicriteria-based optimization and multi-variable non-linear regression analysis of concrete containing blends of nano date palm ash and eggshell powder as cementitious materials
- A promising Ag2S/poly-2-amino-1-mercaptobenzene open-top spherical core–shell nanocomposite for optoelectronic devices: A one-pot technique
- Biogenic synthesized selenium nanoparticles combined chitosan nanoparticles controlled lung cancer growth via ROS generation and mitochondrial damage pathway
- Fabrication of PDMS nano-mold by deposition casting method
- Stimulus-responsive gradient hydrogel micro-actuators fabricated by two-photon polymerization-based 4D printing
- Physical aspects of radiative Carreau nanofluid flow with motile microorganisms movement under yield stress via oblique penetrable wedge
- Effect of polar functional groups on the hydrophobicity of carbon nanotubes-bacterial cellulose nanocomposite
- Review in green synthesis mechanisms, application, and future prospects for Garcinia mangostana L. (mangosteen)-derived nanoparticles
- Entropy generation and heat transfer in nonlinear Buoyancy–driven Darcy–Forchheimer hybrid nanofluids with activation energy
- Green synthesis of silver nanoparticles using Ginkgo biloba seed extract: Evaluation of antioxidant, anticancer, antifungal, and antibacterial activities
- A numerical analysis of heat and mass transfer in water-based hybrid nanofluid flow containing copper and alumina nanoparticles over an extending sheet
- Investigating the behaviour of electro-magneto-hydrodynamic Carreau nanofluid flow with slip effects over a stretching cylinder
- Electrospun thermoplastic polyurethane/nano-Ag-coated clear aligners for the inhibition of Streptococcus mutans and oral biofilm
- Investigation of the optoelectronic properties of a novel polypyrrole-multi-well carbon nanotubes/titanium oxide/aluminum oxide/p-silicon heterojunction
- Novel photothermal magnetic Janus membranes suitable for solar water desalination
- Green synthesis of silver nanoparticles using Ageratum conyzoides for activated carbon compositing to prepare antimicrobial cotton fabric
- Activation energy and Coriolis force impact on three-dimensional dusty nanofluid flow containing gyrotactic microorganisms: Machine learning and numerical approach
- Machine learning analysis of thermo-bioconvection in a micropolar hybrid nanofluid-filled square cavity with oxytactic microorganisms
- Research and improvement of mechanical properties of cement nanocomposites for well cementing
- Thermal and stability analysis of silver–water nanofluid flow over unsteady stretching sheet under the influence of heat generation/absorption at the boundary
- Cobalt iron oxide-infused silicone nanocomposites: Magnetoactive materials for remote actuation and sensing
- Magnesium-reinforced PMMA composite scaffolds: Synthesis, characterization, and 3D printing via stereolithography
- Bayesian inference-based physics-informed neural network for performance study of hybrid nanofluids
- Numerical simulation of non-Newtonian hybrid nanofluid flow subject to a heterogeneous/homogeneous chemical reaction over a Riga surface
- Enhancing the superhydrophobicity, UV-resistance, and antifungal properties of natural wood surfaces via in situ formation of ZnO, TiO2, and SiO2 particles
- Synthesis and electrochemical characterization of iron oxide/poly(2-methylaniline) nanohybrids for supercapacitor application
- Impacts of double stratification on thermally radiative third-grade nanofluid flow on elongating cylinder with homogeneous/heterogeneous reactions by implementing machine learning approach
- Synthesis of Cu4O3 nanoparticles using pumpkin seed extract: Optimization, antimicrobial, and cytotoxicity studies
- Cationic charge influence on the magnetic response of the Fe3O4–[Me2+ 1−y Me3+ y (OH2)] y+(Co3 2−) y/2·mH2O hydrotalcite system
- Pressure sensing intelligent martial arts short soldier combat protection system based on conjugated polymer nanocomposite materials
- Magnetohydrodynamics heat transfer rate under inclined buoyancy force for nano and dusty fluids: Response surface optimization for the thermal transport
- Fly ash and nano-graphene enhanced stabilization of engine oil-contaminated soils
- Enhancing natural fiber-reinforced biopolymer composites with graphene nanoplatelets: Mechanical, morphological, and thermal properties
- Performance evaluation of dual-scale strengthened co-bonded single-lap joints using carbon nanotubes and Z-pins with ANN
- Computational works of blood flow with dust particles and partially ionized containing tiny particles on a moving wedge: Applications of nanotechnology
- Hybridization of biocomposites with oil palm cellulose nanofibrils/graphene nanoplatelets reinforcement in green epoxy: A study of physical, thermal, mechanical, and morphological properties
- Design and preparation of micro-nano dual-scale particle-reinforced Cu–Al–V alloy: Research on the aluminothermic reduction process
- Spectral quasi-linearization and response optimization on magnetohydrodynamic flow via stenosed artery with hybrid and ternary solid nanoparticles: Support vector machine learning
- Ferrite/curcumin hybrid nanocomposite formulation: Physicochemical characterization, anticancer activity, and apoptotic and cell cycle analyses in skin cancer cells
- Enhanced therapeutic efficacy of Tamoxifen against breast cancer using extra virgin olive oil-based nanoemulsion delivery system
- A titanium oxide- and silver-based hybrid nanofluid flow between two Riga walls that converge and diverge through a machine-learning approach
- Enhancing convective heat transfer mechanisms through the rheological analysis of Casson nanofluid flow towards a stagnation point over an electro-magnetized surface
- Intrinsic self-sensing cementitious composites with hybrid nanofillers exhibiting excellent piezoresistivity
- Research on mechanical properties and sulfate erosion resistance of nano-reinforced coal gangue based geopolymer concrete
- Impact of surface and configurational features of chemically synthesized chains of Ni nanostars on the magnetization reversal process
- Porous sponge-like AsOI/poly(2-aminobenzene-1-thiol) nanocomposite photocathode for hydrogen production from artificial and natural seawater
- Multifaceted insights into WO3 nanoparticle-coupled antibiotics to modulate resistance in enteric pathogens of Houbara bustard birds
- Synthesis of sericin-coated silver nanoparticles and their applications for the anti-bacterial finishing of cotton fabric
- Enhancing chloride resistance of freeze–thaw affected concrete through innovative nanomaterial–polymer hybrid cementitious coating
- Development and performance evaluation of green aluminium metal matrix composites reinforced with graphene nanopowder and marble dust
- Morphological, physical, thermal, and mechanical properties of carbon nanotubes reinforced arrowroot starch composites
- Influence of the graphene oxide nanosheet on tensile behavior and failure characteristics of the cement composites after high-temperature treatment
- Central composite design modeling in optimizing heat transfer rate in the dissipative and reactive dynamics of viscoplastic nanomaterials deploying Joule and heat generation aspects
- Double diffusion of nano-enhanced phase change materials in connected porous channels: A hybrid ISPH-XGBoost approach
- Synergistic impacts of Thompson–Troian slip, Stefan blowing, and nonuniform heat generation on Casson nanofluid dynamics through a porous medium
- Optimization of abrasive water jet machining parameters for basalt fiber/SiO2 nanofiller reinforced composites
- Enhancing aesthetic durability of Zisha teapots via TiO2 nanoparticle surface modification: A study on self-cleaning, antimicrobial, and mechanical properties
- Nanocellulose solution based on iron(iii) sodium tartrate complexes
- Combating multidrug-resistant infections: Gold nanoparticles–chitosan–papain-integrated dual-action nanoplatform for enhanced antibacterial activity
- Novel royal jelly-mediated green synthesis of selenium nanoparticles and their multifunctional biological activities
- Direct bandgap transition for emission in GeSn nanowires
- Synthesis of ZnO nanoparticles with different morphologies using a microwave-based method and their antimicrobial activity
- Numerical investigation of convective heat and mass transfer in a trapezoidal cavity filled with ternary hybrid nanofluid and a central obstacle
- Halloysite nanotube enhanced polyurethane nanocomposites for advanced electroinsulating applications
- Low molar mass ionic liquid’s modified carbon nanotubes and its role in PVDF crystalline stress generation
- Green synthesis of polydopamine-functionalized silver nanoparticles conjugated with Ceftazidime: in silico and experimental approach for combating antibiotic-resistant bacteria and reducing toxicity
- Evaluating the influence of graphene nano powder inclusion on mechanical, vibrational and water absorption behaviour of ramie/abaca hybrid composites
- Dynamic-behavior of Casson-type hybrid nanofluids due to a stretching sheet under the coupled impacts of boundary slip and reaction-diffusion processes
- Influence of polyvinyl alcohol on the physicochemical and self-sensing properties of nano carbon black reinforced cement mortar
- Advanced machine learning approaches for predicting compressive and flexural strength of carbon nanotube–reinforced cement composites: a comparative study and model interpretability analysis
- Artificial neural network-driven insights into nanoparticle-enhanced phase change materials melting for heat storage optimization
- Optical, structural, and morphological characterization of hydrothermally synthesized zinc oxide nanorods: exploring their potential for environmental applications
- Structural, optical, and gas sensing properties of Ce, Nd, and Pr doped ZnS nanostructured thin films prepared by nebulizer spray pyrolysis method
- The influence of nano-size La2O3 and HfC on the microstructure and mechanical properties of tungsten alloys by microwave sintering
- 10.1515/ntrev-2025-0187
- Review Articles
- A comprehensive review on hybrid plasmonic waveguides: Structures, applications, challenges, and future perspectives
- Nanoparticles in low-temperature preservation of biological systems of animal origin
- Fluorescent sulfur quantum dots for environmental monitoring
- Nanoscience systematic review methodology standardization
- Nanotechnology revolutionizing osteosarcoma treatment: Advances in targeted kinase inhibitors
- AFM: An important enabling technology for 2D materials and devices
- Carbon and 2D nanomaterial smart hydrogels for therapeutic applications
- Principles, applications and future prospects in photodegradation systems
- Do gold nanoparticles consistently benefit crop plants under both non-stressed and abiotic stress conditions?
- An updated overview of nanoparticle-induced cardiovascular toxicity
- Arginine as a promising amino acid for functionalized nanosystems: Innovations, challenges, and future directions
- Advancements in the use of cancer nanovaccines: Comprehensive insights with focus on lung and colon cancer
- Membrane-based biomimetic delivery systems for glioblastoma multiforme therapy
- The drug delivery systems based on nanoparticles for spinal cord injury repair
- Green synthesis, biomedical effects, and future trends of Ag/ZnO bimetallic nanoparticles: An update
- Application of magnesium and its compounds in biomaterials for nerve injury repair
- Micro/nanomotors in biomedicine: Construction and applications
- Hydrothermal synthesis of biomass-derived CQDs: Advances and applications
- Research progress in 3D bioprinting of skin: Challenges and opportunities
- Review on bio-selenium nanoparticles: Synthesis, protocols, and applications in biomedical processes
- Gold nanocrystals and nanorods functionalized with protein and polymeric ligands for environmental, energy storage, and diagnostic applications: A review
- An in-depth analysis of rotational and non-rotational piezoelectric energy harvesting beams: A comprehensive review
- Advancements in perovskite/CIGS tandem solar cells: Material synergies, device configurations, and economic viability for sustainable energy
- Deep learning in-depth analysis of crystal graph convolutional neural networks: A new era in materials discovery and its applications
- Review of recent nano TiO2 film coating methods, assessment techniques, and key problems for scaleup
- Antioxidant quantum dots for spinal cord injuries: A review on advancing neuroprotection and regeneration in neurological disorders
- Rise of polycatecholamine ultrathin films: From synthesis to smart applications
- Advancing microencapsulation strategies for bioactive compounds: Enhancing stability, bioavailability, and controlled release in food applications
- Advances in the design and manipulation of self-assembling peptide and protein nanostructures for biomedical applications
- Photocatalytic pervious concrete systems: from classic photocatalysis to luminescent photocatalysis
- Beyond science: ethical and societal considerations in the era of biogenic nanoparticles
- Corrigendum
- Corrigendum to “Synthesis and characterization of smart stimuli-responsive herbal drug-encapsulated nanoniosome particles for efficient treatment of breast cancer”
- Special Issue on Advanced Nanomaterials for Carbon Capture, Environment and Utilization for Energy Sustainability - Part III
- Efficiency optimization of quantum dot photovoltaic cell by solar thermophotovoltaic system
- Exploring the diverse nanomaterials employed in dental prosthesis and implant techniques: An overview
- Electrochemical investigation of bismuth-doped anode materials for low‑temperature solid oxide fuel cells with boosted voltage using a DC-DC voltage converter
- Synthesis of HfSe2 and CuHfSe2 crystalline materials using the chemical vapor transport method and their applications in supercapacitor energy storage devices
- Special Issue on Green Nanotechnology and Nano-materials for Environment Sustainability
- Influence of nano-silica and nano-ferrite particles on mechanical and durability of sustainable concrete: A review
- Surfaces and interfaces analysis on different carboxymethylation reaction time of anionic cellulose nanoparticles derived from oil palm biomass
- Processing and effective utilization of lignocellulosic biomass: Nanocellulose, nanolignin, and nanoxylan for wastewater treatment
- Wound healing activities of sulfur nanoparticles of Allium cepa extract embedded in a nanocream formulation: in vitro and in vivo studies
- Retraction
- Retraction of “Aging assessment of silicone rubber materials under corona discharge accompanied by humidity and UV radiation”
Articles in the same Issue
- Research Articles
- MHD radiative mixed convective flow of a sodium alginate-based hybrid nanofluid over a convectively heated extending sheet with Joule heating
- Experimental study of mortar incorporating nano-magnetite on engineering performance and radiation shielding
- Multicriteria-based optimization and multi-variable non-linear regression analysis of concrete containing blends of nano date palm ash and eggshell powder as cementitious materials
- A promising Ag2S/poly-2-amino-1-mercaptobenzene open-top spherical core–shell nanocomposite for optoelectronic devices: A one-pot technique
- Biogenic synthesized selenium nanoparticles combined chitosan nanoparticles controlled lung cancer growth via ROS generation and mitochondrial damage pathway
- Fabrication of PDMS nano-mold by deposition casting method
- Stimulus-responsive gradient hydrogel micro-actuators fabricated by two-photon polymerization-based 4D printing
- Physical aspects of radiative Carreau nanofluid flow with motile microorganisms movement under yield stress via oblique penetrable wedge
- Effect of polar functional groups on the hydrophobicity of carbon nanotubes-bacterial cellulose nanocomposite
- Review in green synthesis mechanisms, application, and future prospects for Garcinia mangostana L. (mangosteen)-derived nanoparticles
- Entropy generation and heat transfer in nonlinear Buoyancy–driven Darcy–Forchheimer hybrid nanofluids with activation energy
- Green synthesis of silver nanoparticles using Ginkgo biloba seed extract: Evaluation of antioxidant, anticancer, antifungal, and antibacterial activities
- A numerical analysis of heat and mass transfer in water-based hybrid nanofluid flow containing copper and alumina nanoparticles over an extending sheet
- Investigating the behaviour of electro-magneto-hydrodynamic Carreau nanofluid flow with slip effects over a stretching cylinder
- Electrospun thermoplastic polyurethane/nano-Ag-coated clear aligners for the inhibition of Streptococcus mutans and oral biofilm
- Investigation of the optoelectronic properties of a novel polypyrrole-multi-well carbon nanotubes/titanium oxide/aluminum oxide/p-silicon heterojunction
- Novel photothermal magnetic Janus membranes suitable for solar water desalination
- Green synthesis of silver nanoparticles using Ageratum conyzoides for activated carbon compositing to prepare antimicrobial cotton fabric
- Activation energy and Coriolis force impact on three-dimensional dusty nanofluid flow containing gyrotactic microorganisms: Machine learning and numerical approach
- Machine learning analysis of thermo-bioconvection in a micropolar hybrid nanofluid-filled square cavity with oxytactic microorganisms
- Research and improvement of mechanical properties of cement nanocomposites for well cementing
- Thermal and stability analysis of silver–water nanofluid flow over unsteady stretching sheet under the influence of heat generation/absorption at the boundary
- Cobalt iron oxide-infused silicone nanocomposites: Magnetoactive materials for remote actuation and sensing
- Magnesium-reinforced PMMA composite scaffolds: Synthesis, characterization, and 3D printing via stereolithography
- Bayesian inference-based physics-informed neural network for performance study of hybrid nanofluids
- Numerical simulation of non-Newtonian hybrid nanofluid flow subject to a heterogeneous/homogeneous chemical reaction over a Riga surface
- Enhancing the superhydrophobicity, UV-resistance, and antifungal properties of natural wood surfaces via in situ formation of ZnO, TiO2, and SiO2 particles
- Synthesis and electrochemical characterization of iron oxide/poly(2-methylaniline) nanohybrids for supercapacitor application
- Impacts of double stratification on thermally radiative third-grade nanofluid flow on elongating cylinder with homogeneous/heterogeneous reactions by implementing machine learning approach
- Synthesis of Cu4O3 nanoparticles using pumpkin seed extract: Optimization, antimicrobial, and cytotoxicity studies
- Cationic charge influence on the magnetic response of the Fe3O4–[Me2+ 1−y Me3+ y (OH2)] y+(Co3 2−) y/2·mH2O hydrotalcite system
- Pressure sensing intelligent martial arts short soldier combat protection system based on conjugated polymer nanocomposite materials
- Magnetohydrodynamics heat transfer rate under inclined buoyancy force for nano and dusty fluids: Response surface optimization for the thermal transport
- Fly ash and nano-graphene enhanced stabilization of engine oil-contaminated soils
- Enhancing natural fiber-reinforced biopolymer composites with graphene nanoplatelets: Mechanical, morphological, and thermal properties
- Performance evaluation of dual-scale strengthened co-bonded single-lap joints using carbon nanotubes and Z-pins with ANN
- Computational works of blood flow with dust particles and partially ionized containing tiny particles on a moving wedge: Applications of nanotechnology
- Hybridization of biocomposites with oil palm cellulose nanofibrils/graphene nanoplatelets reinforcement in green epoxy: A study of physical, thermal, mechanical, and morphological properties
- Design and preparation of micro-nano dual-scale particle-reinforced Cu–Al–V alloy: Research on the aluminothermic reduction process
- Spectral quasi-linearization and response optimization on magnetohydrodynamic flow via stenosed artery with hybrid and ternary solid nanoparticles: Support vector machine learning
- Ferrite/curcumin hybrid nanocomposite formulation: Physicochemical characterization, anticancer activity, and apoptotic and cell cycle analyses in skin cancer cells
- Enhanced therapeutic efficacy of Tamoxifen against breast cancer using extra virgin olive oil-based nanoemulsion delivery system
- A titanium oxide- and silver-based hybrid nanofluid flow between two Riga walls that converge and diverge through a machine-learning approach
- Enhancing convective heat transfer mechanisms through the rheological analysis of Casson nanofluid flow towards a stagnation point over an electro-magnetized surface
- Intrinsic self-sensing cementitious composites with hybrid nanofillers exhibiting excellent piezoresistivity
- Research on mechanical properties and sulfate erosion resistance of nano-reinforced coal gangue based geopolymer concrete
- Impact of surface and configurational features of chemically synthesized chains of Ni nanostars on the magnetization reversal process
- Porous sponge-like AsOI/poly(2-aminobenzene-1-thiol) nanocomposite photocathode for hydrogen production from artificial and natural seawater
- Multifaceted insights into WO3 nanoparticle-coupled antibiotics to modulate resistance in enteric pathogens of Houbara bustard birds
- Synthesis of sericin-coated silver nanoparticles and their applications for the anti-bacterial finishing of cotton fabric
- Enhancing chloride resistance of freeze–thaw affected concrete through innovative nanomaterial–polymer hybrid cementitious coating
- Development and performance evaluation of green aluminium metal matrix composites reinforced with graphene nanopowder and marble dust
- Morphological, physical, thermal, and mechanical properties of carbon nanotubes reinforced arrowroot starch composites
- Influence of the graphene oxide nanosheet on tensile behavior and failure characteristics of the cement composites after high-temperature treatment
- Central composite design modeling in optimizing heat transfer rate in the dissipative and reactive dynamics of viscoplastic nanomaterials deploying Joule and heat generation aspects
- Double diffusion of nano-enhanced phase change materials in connected porous channels: A hybrid ISPH-XGBoost approach
- Synergistic impacts of Thompson–Troian slip, Stefan blowing, and nonuniform heat generation on Casson nanofluid dynamics through a porous medium
- Optimization of abrasive water jet machining parameters for basalt fiber/SiO2 nanofiller reinforced composites
- Enhancing aesthetic durability of Zisha teapots via TiO2 nanoparticle surface modification: A study on self-cleaning, antimicrobial, and mechanical properties
- Nanocellulose solution based on iron(iii) sodium tartrate complexes
- Combating multidrug-resistant infections: Gold nanoparticles–chitosan–papain-integrated dual-action nanoplatform for enhanced antibacterial activity
- Novel royal jelly-mediated green synthesis of selenium nanoparticles and their multifunctional biological activities
- Direct bandgap transition for emission in GeSn nanowires
- Synthesis of ZnO nanoparticles with different morphologies using a microwave-based method and their antimicrobial activity
- Numerical investigation of convective heat and mass transfer in a trapezoidal cavity filled with ternary hybrid nanofluid and a central obstacle
- Halloysite nanotube enhanced polyurethane nanocomposites for advanced electroinsulating applications
- Low molar mass ionic liquid’s modified carbon nanotubes and its role in PVDF crystalline stress generation
- Green synthesis of polydopamine-functionalized silver nanoparticles conjugated with Ceftazidime: in silico and experimental approach for combating antibiotic-resistant bacteria and reducing toxicity
- Evaluating the influence of graphene nano powder inclusion on mechanical, vibrational and water absorption behaviour of ramie/abaca hybrid composites
- Dynamic-behavior of Casson-type hybrid nanofluids due to a stretching sheet under the coupled impacts of boundary slip and reaction-diffusion processes
- Influence of polyvinyl alcohol on the physicochemical and self-sensing properties of nano carbon black reinforced cement mortar
- Advanced machine learning approaches for predicting compressive and flexural strength of carbon nanotube–reinforced cement composites: a comparative study and model interpretability analysis
- Artificial neural network-driven insights into nanoparticle-enhanced phase change materials melting for heat storage optimization
- Optical, structural, and morphological characterization of hydrothermally synthesized zinc oxide nanorods: exploring their potential for environmental applications
- Structural, optical, and gas sensing properties of Ce, Nd, and Pr doped ZnS nanostructured thin films prepared by nebulizer spray pyrolysis method
- The influence of nano-size La2O3 and HfC on the microstructure and mechanical properties of tungsten alloys by microwave sintering
- 10.1515/ntrev-2025-0187
- Review Articles
- A comprehensive review on hybrid plasmonic waveguides: Structures, applications, challenges, and future perspectives
- Nanoparticles in low-temperature preservation of biological systems of animal origin
- Fluorescent sulfur quantum dots for environmental monitoring
- Nanoscience systematic review methodology standardization
- Nanotechnology revolutionizing osteosarcoma treatment: Advances in targeted kinase inhibitors
- AFM: An important enabling technology for 2D materials and devices
- Carbon and 2D nanomaterial smart hydrogels for therapeutic applications
- Principles, applications and future prospects in photodegradation systems
- Do gold nanoparticles consistently benefit crop plants under both non-stressed and abiotic stress conditions?
- An updated overview of nanoparticle-induced cardiovascular toxicity
- Arginine as a promising amino acid for functionalized nanosystems: Innovations, challenges, and future directions
- Advancements in the use of cancer nanovaccines: Comprehensive insights with focus on lung and colon cancer
- Membrane-based biomimetic delivery systems for glioblastoma multiforme therapy
- The drug delivery systems based on nanoparticles for spinal cord injury repair
- Green synthesis, biomedical effects, and future trends of Ag/ZnO bimetallic nanoparticles: An update
- Application of magnesium and its compounds in biomaterials for nerve injury repair
- Micro/nanomotors in biomedicine: Construction and applications
- Hydrothermal synthesis of biomass-derived CQDs: Advances and applications
- Research progress in 3D bioprinting of skin: Challenges and opportunities
- Review on bio-selenium nanoparticles: Synthesis, protocols, and applications in biomedical processes
- Gold nanocrystals and nanorods functionalized with protein and polymeric ligands for environmental, energy storage, and diagnostic applications: A review
- An in-depth analysis of rotational and non-rotational piezoelectric energy harvesting beams: A comprehensive review
- Advancements in perovskite/CIGS tandem solar cells: Material synergies, device configurations, and economic viability for sustainable energy
- Deep learning in-depth analysis of crystal graph convolutional neural networks: A new era in materials discovery and its applications
- Review of recent nano TiO2 film coating methods, assessment techniques, and key problems for scaleup
- Antioxidant quantum dots for spinal cord injuries: A review on advancing neuroprotection and regeneration in neurological disorders
- Rise of polycatecholamine ultrathin films: From synthesis to smart applications
- Advancing microencapsulation strategies for bioactive compounds: Enhancing stability, bioavailability, and controlled release in food applications
- Advances in the design and manipulation of self-assembling peptide and protein nanostructures for biomedical applications
- Photocatalytic pervious concrete systems: from classic photocatalysis to luminescent photocatalysis
- Beyond science: ethical and societal considerations in the era of biogenic nanoparticles
- Corrigendum
- Corrigendum to “Synthesis and characterization of smart stimuli-responsive herbal drug-encapsulated nanoniosome particles for efficient treatment of breast cancer”
- Special Issue on Advanced Nanomaterials for Carbon Capture, Environment and Utilization for Energy Sustainability - Part III
- Efficiency optimization of quantum dot photovoltaic cell by solar thermophotovoltaic system
- Exploring the diverse nanomaterials employed in dental prosthesis and implant techniques: An overview
- Electrochemical investigation of bismuth-doped anode materials for low‑temperature solid oxide fuel cells with boosted voltage using a DC-DC voltage converter
- Synthesis of HfSe2 and CuHfSe2 crystalline materials using the chemical vapor transport method and their applications in supercapacitor energy storage devices
- Special Issue on Green Nanotechnology and Nano-materials for Environment Sustainability
- Influence of nano-silica and nano-ferrite particles on mechanical and durability of sustainable concrete: A review
- Surfaces and interfaces analysis on different carboxymethylation reaction time of anionic cellulose nanoparticles derived from oil palm biomass
- Processing and effective utilization of lignocellulosic biomass: Nanocellulose, nanolignin, and nanoxylan for wastewater treatment
- Wound healing activities of sulfur nanoparticles of Allium cepa extract embedded in a nanocream formulation: in vitro and in vivo studies
- Retraction
- Retraction of “Aging assessment of silicone rubber materials under corona discharge accompanied by humidity and UV radiation”