Abstract
The graphitic carbon nitride–poly(1H pyrrole) (g-C3N4-P1HP) composite, formed by seeding onto P1HP, is created through a two-step polymerization process of 1H-pyrrole. In the second stage, g-C3N4 is incorporated, allowing it to blend within the P1HP matrix. The resulting nanocomposite, composed of nanoscale semi-spherical particles, exhibits remarkable efficiency in capturing photons and facilitating energy transfer between particles, making it an ideal candidate for hydrogen (H₂) gas production. This is particularly effective when using common electrolytes, such as natural seawater from the Red Sea or synthetic seawater produced in the lab. To assess its performance, a three-electrode cell was designed, and the H₂ gas output was measured against current density (J ph). The photocathode achieved a current density of −0.65 mA/cm² in natural seawater and −0.62 mA/cm² in synthetic seawater. The hydrogen generation rates were 16.8 µmol/h in natural seawater and 16.0 µmol/h in synthetic seawater per 10 cm², with the natural electrolyte yielding better results. The photocathode’s high sensitivity, efficiency, and environmentally friendly properties – both in materials and electrolytes – underscore the potential of using Red Sea water as a sustainable resource for hydrogen production. These encouraging findings open the door to industrial-scale applications, positioning seawater as a practical solution for renewable hydrogen generation.
1 Introduction
Amidst the ongoing Russian–Ukrainian conflict and the resulting energy crisis due to the reduced availability of natural gas and other nonrenewable resources, the world’s attention has shifted toward renewable energy sources [1,2]. The limitations of nonrenewable energy, including their harmful environmental by-products, have heightened the need for cleaner alternatives. One of the most promising renewable energy solutions is hydrogen production through water splitting, a process that generates hydrogen gas (H2), which is considered an excellent fuel source [3,4,5].
Hydrogen gas, when combusted, produces significant energy without harmful emissions, making it a cleaner alternative to traditional fossil fuels. This energy can be harnessed for a wide range of high-tech applications, including aircraft and spacecraft, due to hydrogen’s high energy density. It is also well-suited for everyday uses in factories, homes, and various industries that require a reliable energy source [6,7,8].
The primary challenge in the large-scale adoption of hydrogen as a fuel lies in the efficient and cost-effective production of H2 gas. Traditional methods of producing hydrogen are often energy-intensive and costly, limiting its potential for widespread use in economic applications. As a result, researchers and industries are striving to develop more efficient and affordable technologies for water splitting, which would enable the large-scale production of hydrogen while keeping costs down. Water splitting, particularly when driven by renewable energy sources like solar or wind, represents a highly sustainable solution to the energy crisis. This process involves using electrical energy to break water molecules (H2O) into their component parts – hydrogen and oxygen. The hydrogen gas can then be stored and used as a clean energy source, while oxygen is released as a by-product. By relying on nature’s power to drive this reaction, hydrogen production through water splitting has the potential to significantly reduce greenhouse gas emissions and reliance on fossil fuels [1,9].
However, the key to unlocking hydrogen’s full potential lies in overcoming the technical and economic barriers associated with its production. Advances in photocatalytic materials, electrocatalysts, and membrane technology are critical to improving the efficiency of water splitting. Researchers are exploring various materials and techniques, including the use of new photocathodes, nanostructures, and hybrid materials, to enhance the conversion of solar energy into hydrogen [10,11]. These innovations could drive down costs and make hydrogen a more viable option for large-scale energy applications. In addition to technological advancements, scaling up hydrogen production will require significant infrastructure investments. Storage, transportation, and distribution networks need to be developed to accommodate hydrogen as a mainstream energy source. Governments and industries will need to collaborate to establish the necessary infrastructure while ensuring the transition to hydrogen remains economically feasible.
To achieve high efficiency, materials with large surface areas, such as carbon derivatives, are essential. One such material, graphitic carbon nitride (g-C3N4), is highly regarded for its sheet-like morphology, which makes it an excellent candidate for composite formation with other materials. g-C3N4 possesses valuable optical and electrical properties, largely due to the movement of hot electrons across its surface. This material is frequently used as an alternative to oxides or sulfides because carbon-based materials typically offer a better volume-to-mass ratio, which enhances their performance in certain applications [5,12].
The unique properties of g-C3N4 are especially notable in the realm of conjugated polymers. The electron localization on its surface contributes to its versatility, making it ideal for both optical and electrical applications. As a result, g-C3N4 has gained significant attention for its potential in advanced technologies [13,14]. Polypyrrole (Ppy), for example, is a promising conjugated polymer known for its small particle size and diverse morphologies, which enhance its applicability in various techniques and industries. In a study conducted by Atta et al., a composite was created using P1HP with graphene oxide (GO) or nickel oxide (NiO). The results demonstrated impressive photovoltaic properties, with the estimated photocurrent density (J ph) values reaching 0.1 and 0.2 mA/cm² under light conditions [15,16]. The P1HP polymer played a crucial dual role as both a coating material and a semiconductor, further highlighting the potential of such polymers in enhancing the efficiency of various applications, particularly in the fields of energy conversion and electronic devices. The major drawback related to other studies relies on external electrolytes rich in protons, such as highly acidic or basic solutions, or neutral electrolytes like Na₂SO₄ [8,17,18,19,20].
In this study, an eco-friendly C3N4-P1HP nanocomposite, integrated with P1HP, has been developed as an efficient photocathode for hydrogen (H₂) gas production via electrolysis. By utilizing an unconventional electrolyte – natural seawater – this sustainable and cost-effective method holds significant potential for H₂ generation. The photocathode’s properties were thoroughly analyzed, with electrical performance assessed through linear sweep voltammetry and chronoamperometry (time-current) measurements, tested in both natural and artificial seawater. Additionally, the photocurrent density (J ph) was evaluated under different photon energies, and key efficiency parameters such as the incident photon-to-current efficiency (IPCE) and H₂ production rates were calculated. The photocathode’s remarkable sensitivity, high efficiency, and eco-friendly nature, in terms of both materials and electrolytes, highlight its potential for large-scale hydrogen production. These promising findings suggest that Red Sea water could serve as a sustainable resource for H₂ generation, paving the way for industrial applications and advancing renewable energy development.
2 Materials and methods
2.1 Materials
Pyrrole (Across Co., 99.9%, USA), urea (99.9%, Pio-Chem co, Egypt), HCl (36%, Merck, Germany), ethanol (C2H5OH, 99.9%, Merck, Germany), and (NH4)2S2O8 (99.9%, Pio-Chem co, Egypt) were used in this study.
2.2 Fabrication of the P1HP-g-C3N4/P1HP photocathode
The fabrication of the P1HP-g-C3N4/P1HP photocathode begins with the deposition of the P1HP-g-C3N4 layer on a P1HP film, which serves as a promising seeding layer. The detailed analysis and characterization of this seeding layer are based on our previous studies [21,22]. This layer is essential for the subsequent deposition process, in which the P1HP-g-C3N4 film is formed through the oxidation of pyrrole with insite g-C3N4 nanosheets. g-C3N4 is prepared by combusting 5.0 g of urea in a nitrogen atmosphere at 550°C for 2 h. After combustion, g-C3N4 is ground into a fine powder. A portion of this material, specifically 0.05 g, is then suspended in 50 ml of water along with 0.06 mol of 1H-pyrrole.
Meanwhile, an oxidizing agent, (NH4)2S2O8, at a concentration of 0.15 M, is stirred until it forms a clear solution. This oxidant is added to the monomer containing the suspended g-C3N4 and pyrrole. This oxidant initiates the polymerization reaction, resulting in the formation of the P1HP-g-C3N4 film on the P1HP substrate. The final product is the P1HP-g-C3N4/P1HP photocathode, which undergoes further treatment to prepare it for analysis (Figure 1(a) and (b)). Once prepared, this photocathode is ready to be integrated into a three-electrode cell for application testing. The combination of P1HP and g-C3N4 in this structure is anticipated to enhance the photocathode’s performance as a candidate for further study and potential use in photoelectrochemical systems.

(a) and (b) The fabrication and (c) photoelectrochemical testing of the g-C3N4-P1HP/P1HP photocathode using the three-electrode cell for H2 gas generation.
2.3 Synthesis of photoelectrochemically green hydrogen using the P1HP-g-C3N4/P1HP photocathode
Using Red Sea water as an electrolyte offers numerous advantages due to the unique behavior of this natural water, particularly its content of heavy metals. These heavy metals enhance the electrolyte’s performance, facilitating extensive ion movement, which in turn significantly activates hydrogen gas generation. To specifically examine the impact of these heavy metals on H2 production without introducing any additional by-products or side reactions, artificial seawater free of heavy metals is used for comparison. This artificial seawater is formulated with a precise chemical composition of KHCO3 (0.24 g/l), CaCl2 (2.43 g/l), NaCl (38.38 g/l), MgCl2 (19.06 g/l), and Na2SO4 (5.26 g/l) [23].
The fabricated P1HP-g-C3N4/P1HP photocathode is then employed within a three-electrode cell to drive the main reduction reaction responsible for H2 gas generation through water splitting (Figure 1(c)). The initial step in this reduction process involves the formation of hydroxyl (OH˙) radicals. The cell also contains two additional electrodes: a counter graphite electrode, which serves as an inert conductor to facilitate electrical conductivity, and a reference calomel electrode, which provides a stable potential to the cell.
Illumination for the reaction is supplied by a white light vacuum metal halide lamp chosen for its ability to emit a broad spectrum of photons. To achieve precise control over the photon energies and frequencies, optical filters are used. The efficiency and sensitivity of the fabricated photocathode are assessed by measuring the photocurrent density (J ph) under both monochromatic light and full-spectrum white light. These measurements are conducted using linear sweep voltammetry, and the relationship between chopped current and time is also evaluated to provide further insight into the photocathode’s performance. The amount of H2 generated is quantified using Eq. (1) [17]. On the other hand, the IPCE is estimated using Eq. (2) based on the current density relative to the source light intensity (P) and wavelength (λ). Overall, this experimental setup demonstrates an effective method for producing hydrogen gas through the splitting of Red Sea water, highlighting the potential of this approach for sustainable H2 generation. The presence of heavy metals in Red Sea water plays a crucial role in enhancing the efficiency of the electrolyte, thereby improving the overall hydrogen production process:
3 Results and discussion
3.1 Physicochemical analysis of the P1HP-g-C3N4 nanocomposite
The surface features and overall topography of the fabricated P1HP-g-C3N4 nanocomposite, in comparison to the g-C3N4 material alone, are illustrated in Figure 2. The SEM image in Figure 2(a) reveals the semi-spherical nanoscale particles of approximately 150 nm in size. These particles of P1HP are uniformly coated on the g-C3N4 sheets, resulting in a structure with significant porosity. This porous nature of the P1HP-g-C3N4 nanocomposite makes it highly effective at trapping photons, as the spherical particles facilitate multiple photon interactions, thereby enhancing photon absorption.

Topography and morphological analyses of the fabricated P1HP-g-C3N4 nanocomposite: (a) SEM, (b) TEM, (c) theoretical roughness, and (d) SEM of g-C3N4.
The TEM image shown in Figure 2(b) is used to further assess the coating and compactness of P1HP on the g-C3N4 sheets. This image clearly shows the g-C3N4 sheets acting as the core material while the P1HP forms a shell around them. This core–shell configuration is evident from the variation in the color of the materials in the TEM image, highlighting the strong compacting process between P1HP and the g-C3N4 sheets.
For a deeper understanding of this behavior, theoretical modeling is used to simulate the compacting process (Figure 2(c)). The model reveals that the P1HP particles appear as bright spots distributed over the g-C3N4 sheets, which are depicted as darker regions. The total diameter of these combined structures is around 300 nm, with the g-C3N4 sheets themselves being about 250 nm in diameter and less than 20 nm in length. This theoretical model aligns well with the observed experimental data.
The morphology of the g-C3N4 sheets is further characterized, showing them as thin sheets with the aforementioned dimensions (Figure 2(d)). The successful integration of these distinct morphologies into the P1HP-g-C3N4 nanocomposite underscores its potential as a promising material. The combination of the P1HP’s spherical particles and the g-C3N4 sheets results in a nanocomposite with enhanced structural and functional properties, making it a valuable candidate for applications requiring efficient photon absorption and other related functions.
The FTIR spectroscopy analysis of the synthesized P1HP-g-C3N4 nanocomposite, relative to the pure P1HP material, is presented in Figure 3(a). The specific functional groups within this nanocomposite, following the incorporation of g-C3N4, are detailed in this figure. The observed changes in the band positions and intensities upon the introduction of g-C3N4 indicate a strong chemical interaction between P1HP and g-C3N4 during the polymerization process. This interaction is particularly evident through the emergence of new bands, such as the one at 661 cm−1, and the significant intensities observed at 880 and 1,401 cm−1.

Chemical analysis of the P1HP-g-C3N4 nanocomposite: (a) FTIR. (b) XRD, and (c) and (d) XPS analyses, which provide a comprehensive survey and focus on the C element.
Moreover, the main functional groups characteristic of P1HP are still present, including those associated with the ring structures at 880, 1,059, 1,181, 1,288, 1,401, 1,639, and 1,713 cm−1. These functional groups appear at similar positions in the pristine P1HP polymer, indicating that the polymer structure has been successfully maintained even after the incorporation of g-C3N4. The detailed list and summary of these observed functional groups are provided in Table 1. The variations in the FTIR spectra, specifically the shifts in band positions and changes in intensities, provide strong evidence of the successful integration of g-C3N4 into the P1HP matrix. This integration is accompanied by the formation of new chemical bonds, suggesting a well-established interaction between the two components, which is crucial for the enhanced properties of the nanocomposite.
Summary of the observed groups from FTIR data using the chart
| Group and its value (cm−1) | Functional group | |
|---|---|---|
| P1HP-g-C3N4 | P1HP | |
| 661, 880, 1,401 | — | g-C3N4 |
| 880 | 910 | C–H out of plane |
| 1,059, 1,181 | 1,045, 1,177 | C–H |
| 1,288 | 1,312 | C–N |
| 1,401 | 1,463 | C–C |
| 1,639, 1,713 | 1,545, 1,701 | C═C |
The XRD analysis of the P1HP-g-C3N4 nanocomposite estimates the distinct components of the composite, where g-C3N4 serves as the primary crystalline material. As depicted in Figure 3(b), g-C3N4 exhibits two prominent peaks at 13.0° and 27.2° for the (100) and (002) crystal planes, respectively. These peaks reflect the crystalline behavior and growth orientation of the g-C3N4 within the composite. In contrast, the pristine P1HP polymer shows a broad peak at 26.6°, signifying its amorphous structure. This broad peak reflects the lack of crystallinity in the P1HP polymer, highlighting its amorphous characteristics. However, after the formation of the nanocomposite, the peaks for g-C3N4 remain, indicating that the crystalline g-C3N4 is chemically connected inside the composite. Additionally, the XRD analysis reveals the emergence of a new broad peak at 32.7°, which points to the crystallinity enhancement of the polymer network after chemical connections with g-C3N4. Therefore, g-C3N4 not only maintains its crystalline nature but also improves the overall structural order of the nanocomposite.
XPS analysis, presented in Figure 3(c), serves to illustrate the key elements anticipated in the composite material. Through this analysis, the primary components of the pristine P1HP polymer are identified, particularly carbon (C) and nitrogen (N), which are clearly visible at binding energies of 284.8 and 400 eV, respectively. These peaks correspond to the 1s orbitals of carbon and nitrogen, signifying their presence and integration within the polymer matrix. Further, Figure 3(d) focuses on the identification of carbon by estimating the positions of C–C and C═C bonds, which are characteristic of the pristine polymer structure. These observations further validate the contribution of carbon in maintaining the structural integrity of the P1HP polymer.
In addition to carbon and nitrogen, oxygen (O) emerges as a crucial element within the composite, primarily associated with g-C3N4, as seen at a binding energy of 532.1 eV. Oxygen plays a critical role in enhancing the material’s functionality, particularly in interactions involving the g-C3N4 structure. Furthermore, the analysis identifies other important groups within the composite. The C–OH group is observed at a binding energy of 286.2 eV, while the N–C═N group is detected at 289 eV [24], both of which are estimated, as shown in Figure 3(d). These groups contribute to the overall chemical stability and performance of the nanocomposite. The XPS data provide a detailed understanding of the elemental composition and the functional groups present in the material. This information is essential for confirming the distribution and significance of the elements within the composite, particularly their roles in contributing to the structural and functional properties of the P1HP material. As such, the analysis underscores the importance of these elements in enhancing the material’s overall characteristics, making it suitable for various applications.
3.2 P1HP-g-C3N4/P1HP photocathode for electrochemical estimation
The fabricated P1HP-g-C3N4/P1HP photocathode was tested in a photoelectrochemical setup using a three-electrode cell to remove H2 gas from either natural or artificial seawater as an electrolyte. Natural seawater, in particular, is a cost-effective and abundant option, making it an attractive choice for industrial applications. Its chemical composition, which includes heavy metals, plays a critical role in the electrolysis process, serving as a sacrificial agent. The mobility of these heavy metals enhances electrolysis, driving the H2 gas production reaction.
To better understand the specific contribution of natural seawater, a comparative study was conducted using artificial seawater that is free of heavy metals. This experiment aimed to clarify whether the presence of heavy metals in natural seawater exclusively promotes hydrogen generation without triggering additional reactions like metal deposition or redirecting the applied voltage to other unintended processes. By comparing the outcomes of these two electrolytes, the distinct role of natural seawater in motivating hydrogen production was assessed.
The structural and functional properties of the fabricated photocathode, composed of semiconductor materials, were also thoroughly evaluated. The g-C3N4 materials were embedded within the P1HP polymer network, with the P1HP structure offering strong anti-corrosion properties. This integration provided the semiconductor properties required for effective photoelectrochemical reactions. Electron clouds accumulated over the P1HP polymer, which enhanced the interaction between the photocathode and seawater and initiated the hydrogen generation process. During the reaction, hydroxyl radicals (OH˙) formed within the water, and through a series of sequential mechanisms, hydrogen gas was produced. The resulting current was measured, with J ph indicating the rate of hydrogen gas generation.
The key driver of these reactions is the generation of hot electrons on the surface of the photocathode, which facilitates the hydrogen evolution reaction [25,26]. Meanwhile, the corresponding holes migrated in the opposite direction toward the counter electrode. This flow of charge carriers allowed the photocathode to operate efficiently in the electrolysis process, harnessing seawater’s chemical properties to produce H2 gas. Through this experimental setup, the full potential of the P1HP-g-C3N4/P1HP photocathode for hydrogen production from seawater was realized, offering insights into its suitability for large-scale, economically viable hydrogen generation. To evaluate the behavior of the P1HP-g-C3N4/P1HP photocathode when using natural or artificially prepared seawater as an electrolyte, electrochemical measurements were performed both under dark conditions and light illumination, as shown in Figure 4(a). The current density values obtained were −0.62 mA/cm² for artificial seawater and −0.65 mA/cm² for natural seawater. The slight improvement in performance with natural seawater highlights its potential as a sustainable resource for renewable energy generation and future industrial applications. This enhanced performance is likely due to the natural heavy metals in seawater, which act as self-sacrificing agents. These agents eliminate the need for additional external electrolytes, making natural seawater a more efficient and environmentally friendly choice for this process.

(a) Electrochemical assessment and (b) chopped on/off light illumination test for the fabricated P1HP-g-C3N4/P1HP photocathode using natural or artificial seawater at room temperature.
The high sensitivity of the P1HP-g-C3N4/P1HP photocathode is further demonstrated by its ability to sense and respond to any changes in light exposure. When subjected to alternating cycles of light (on) and dark (off) conditions, there is a significant change in the produced current density, indicating the photocathode’s capability to absorb photons effectively (Figure 4(b)). This process leads to the generation of electron–hole pairs, motivating the splitting reaction [27]. The reversible movement of these electrons and holes under light exposure further confirms the photocathode’s efficiency in capturing and utilizing light energy. This sequential change in the current density during chopped light experiments reflects the material’s robust performance in photoelectrochemical reactions for the energy generation through seawater.
The behavior of the P1HP-g-C3N4/P1HP photocathode demonstrates its ability to efficiently participate in energy conversion processes, particularly in splitting water for hydrogen generation. The use of natural seawater as an electrolyte enhances this efficiency, as the natural heavy metals present act as sacrificial agents. This reduces the need for adding external electrolytes, making the process more cost-effective and sustainable. Additionally, the photocathode shows excellent sensitivity to light, as evidenced by its rapid and significant response to changes in light intensity. The repeated on-and-off cycles of light exposure result in considerable variations in current density, underscoring the material’s high photon absorption capacity.
Given the superior performance of natural seawater H2 gas generation compared to artificially prepared water, the effectiveness of this natural water was further tested under different photon energy levels. Photon energy serves as the primary driver for the water-splitting reaction, transferring energy to the P1HP-g-C3N4/P1HP photocathode. This energy is then utilized in the splitting process. As the photon energy varies, the amount of H2 gas produced changes accordingly. With an increase in photon energy, the photocathode’s surface accumulates more hot electrons, which play a crucial role in driving the reaction. The residual energy from the photon transfer is converted into kinetic energy [21,28], which accelerates the electrons and enhances the production of H2 gas. Figure 5(a) illustrates this behavior, where the produced current density (J ph) increases in direct correlation with an increase in photon energy. This trend is summarized in Figure 5(b), which shows that the optimal performance is observed at a photon energy of 3.6 eV, yielding a current density of −0.63 mA/cm². As the photon energy decreases to 440 nm, the current density drops slightly to −0.58 mA/cm². The lowest current densities are recorded at photon energies corresponding to wavelengths of 540 and 730 nm. These findings highlight the importance of using higher energy photons in the process, as they enhance H2 gas production by interacting more effectively with the splitting levels of the P1HP-g-C3N4/P1HP photocathode. Higher photon energies result in greater electron excitation and a more efficient water-splitting reaction, leading to increased hydrogen generation. Consequently, it is recommended to optimize the hydrogen generation process by utilizing photons with higher energy levels, as this maximizes the efficiency of the photocathode under such conditions.

(a) Electrochemical assessment and (b) estimated values at −1.1 V for the fabricated P1HP-g-C3N4/P1HP photocathode using natural seawater using various photon energies at room temperature.
The H₂ mole efficiency parameters for the P1HP-g-C3N4/P1HP photocathode are evaluated using Eq. (1) and Figure 6(a), while the IPCE is determined based on Eq. (2) and Figure 6(b). The key factor in this estimation is the current density, which indicates the moles of H₂ gas produced. Figure 6(a) reveals that this photocathode demonstrates superior performance in natural seawater compared to artificial seawater prepared in the lab, with estimated moles of 16.8 and 16.0 µmol/h per 10 cm², respectively. This highlights the enhanced electrolyte properties of natural seawater, where heavy metals contribute to better ion mobility, leading to more efficient electrolysis.

(a) Moles of H₂ gas produced using artificial and natural seawater, and (b) IPCE measured in natural seawater for the P1HP-g-C3N4/P1HP photocathode.
The IPCE of the photocathode in natural seawater is shown in Figure 6(b), achieving 2.09% efficiency under 3.6 eV photon illumination. The efficiency decreases to 1.94% at 2.8 eV and further to 1.74% at 2.3 eV. This trend illustrates the photocathode’s high sensitivity to varying photon energy, with a noticeable change in IPCE as the photon energy shifts.
Given these impressive results, a comparison with previous studies is presented in Table 2, demonstrating the photocathode’s superior performance. This eco-friendly study utilizes both sustainable materials and natural seawater as the electrolyte, underscoring the potential for large-scale industrial applications. The photocathode’s high efficiency suggests that seawater can be a viable renewable energy source, opening new possibilities for its use in energy production.
P1HP-g-C3N4/P1HP photocathode performance of H2 gas relative to other studies
| Photoelectrode | Electrolyte | J ph (mA/cm2) |
|---|---|---|
| Mn(IV) oxide/Mn (IV) sulfide/poly-2-amino-1-mercaptobenzene [29] | Sewage water | 0.33 |
| Ppy/GO [16] | Sewage water | 0.1 |
| Ppy/NiO [15] | Sewage water | 0.11 |
| Cr2S3-Cr2O3/Poly-2-aminobenzene-1-thiol [30] | Sewage water | 0.017 |
| Poly-3-methyl aniline/GO [31] | Sewage water | 0.09 |
| Poly-O-aminothiophenol/iodide [32] | Red Sea water | 0.12 |
| P1HP-g-C3N4/P1HP (this work) | Natural seawater | 0.65 |
| Artificial seawater | 0.62 |
4 Conclusions
The g-C3N4-P1HP nanocomposite, integrated with P1HP, is designed as an efficient photocathode for H₂ gas production through electrolysis. Using an unconventional electrolyte – natural seawater – this eco-friendly and cost-effective approach shows great promise for H₂ generation. The nanocomposite is composed of nanoscale semi-spherical particles, which are highly effective at trapping photons and facilitating energy transfer between composite particles. This makes g-C3N4-P1HP an ideal material for H₂ gas production, particularly when utilizing readily available electrolytes like natural seawater from the Red Sea or lab-prepared artificial seawater.
In performance tests, the photocathode achieved a J ph of −0.65 mA/cm² in natural seawater and −0.62 mA/cm² in artificial seawater. The corresponding H₂ production rates were 16.8 µmol/h for natural seawater and 16.0 µmol/h for artificial seawater per 10 cm², demonstrating the superior efficiency of the natural electrolyte. The photocathode also exhibits high sensitivity, responding differently to various photon energies, highlighting its ability to maintain efficient performance under varying conditions.
The combination of this photocathode’s sensitivity, efficiency, and eco-friendly attributes in both materials and electrolytes underscores its potential for large-scale hydrogen production. These promising results point to the possibility of using Red Sea water as a sustainable resource for H₂ gas generation, opening the door to industrial applications and contributing to the development of renewable energy sources.
Acknowledgments
Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2024R186), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.
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Funding information: Princess Nourah bint Abdulrahman University Researchers Supporting Project number (PNURSP2024R186), Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia.
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Author contributions: Mohamed Rabia: experimental and writing; Maha Abdallah Alnuwaiser: writing, funding, and supervision; and Asmaa M. Elsayed and SH Mohamed: supervision and ordering the work. 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 analyzed during this study are included in this published article.
References
[1] Oshiro K, Fujimori S. Limited impact of hydrogen co-firing on prolonging fossil-based power generation under low emissions scenarios. Nat Commun. 2024;15(1):1–11. 10.1038/s41467-024-46101-5.Search in Google Scholar PubMed PubMed Central
[2] Potashnikov V, Golub A, Brody M, Lugovoy O. Decarbonizing Russia: Leapfrogging from fossil fuel to hydrogen. Energies. 2022;15:683. 10.3390/EN15030683.Search in Google Scholar
[3] El ouardi M, Idrissi AE, Ahsaine HA, BaQais A, Saadi M, Arab M. Current advances on nanostructured oxide photoelectrocatalysts for water splitting: A comprehensive review. Surf Interfaces. 2024;45:103850. 10.1016/J.SURFIN.2024.103850.Search in Google Scholar
[4] Sharifi T, Ghayeb Y, Mohammadi T, Momeni MM. Enhanced photoelectrochemical water splitting of CrTiO2 nanotube photoanodes by the decoration of their surface via the photodeposition of Ag and Au. Dalton Trans. 2018;47:11593–604. 10.1039/C8DT02383B.Search in Google Scholar PubMed
[5] Mishra A, Basu S, Shetti NP, Reddy KR, Aminabhavi TM. Photocatalysis of graphene and carbon nitride-based functional carbon quantum dots. In Nanoscale materials in water purification; 2019. p. 759–81. 10.1016/B978-0-12-813926-4.00035-5.Search in Google Scholar
[6] Jovičević-Klug M, Souza Filho IR, Springer H, Adam C, Raabe D. Green steel from red mud through climate-neutral hydrogen plasma reduction. Nature. 2024;625(7996):703–9. 10.1038/s41586-023-06901-z.Search in Google Scholar PubMed PubMed Central
[7] Giuntoli F, Menegon L, Siron G, Cognigni F, Leroux H, Compagnoni R, et al. Methane-hydrogen-rich fluid migration may trigger seismic failure in subduction zones at forearc depths. Nat Commun. 2024;15(1):1–16. 10.1038/s41467-023-44641-w.Search in Google Scholar PubMed PubMed Central
[8] Giovanniello MA, Cybulsky AN, Schittekatte T, Mallapragada DS. The influence of additionality and time-matching requirements on the emissions from grid-connected hydrogen production. Nat Energy. 2024;2024:1–11. 10.1038/s41560-023-01435-0.Search in Google Scholar
[9] Mallikarjuna K, Rafiqul Bari GAKM, Vattikuti SVP, Kim H. Synthesis of carbon-doped SnO2 nanostructures for visible-light-driven photocatalytic hydrogen production from water splitting. Int J Hydrog Energy. 2020;45:32789–96. 10.1016/J.IJHYDENE.2020.02.176.Search in Google Scholar
[10] Morales-Guio CG, Tilley SD, Vrubel H, Graẗzel M, Hu X. Hydrogen evolution from a copper(I) oxide photocathode coated with an amorphous molybdenum sulphide catalyst. Nat Commun. 2014;5(1):1–7. 10.1038/ncomms4059.Search in Google Scholar PubMed
[11] Wu S, Sun J, Li Q, Hood ZD, Yang S, Su T, et al. Effects of surface terminations of 2D Bi2WO6 on photocatalytic hydrogen evolution from water splitting. ACS Appl Mater Interfaces. 2020;12:20067–4. 10.1021/ACSAMI.0C01802/SUPPL_FILE/AM0C01802_SI_001.PDF.Search in Google Scholar
[12] Afshari M, Dinari M, Momeni MM. The graphitic carbon nitride/polyaniline/silver nanocomposites as a potential electrocatalyst for hydrazine detection. J Electroanal Chem. 2019;833:9–16. 10.1016/J.JELECHEM.2018.11.022.Search in Google Scholar
[13] Haryński Ł, Olejnik A, Grochowska K, Siuzdak K. A facile method for Tauc exponent and corresponding electronic transitions determination in semiconductors directly from UV–Vis spectroscopy data. Opt Mater. 2022;127:112205. 10.1016/J.OPTMAT.2022.112205.Search in Google Scholar
[14] Lee JH, Lee WW, Yang DW, Chang WJ, Kwon SS, Park WIL. Anomalous photovoltaic response of graphene-on-GaN Schottky photodiodes. ACS Appl Mater Interfaces. 2018;10:14170–74. 10.1021/acsami.8b02043.Search in Google Scholar PubMed
[15] Atta A, Negm H, Abdeltwab E, Rabia M, Abdelhamied MM. Facile fabrication of polypyrrole/NiOx core-shell nanocomposites for hydrogen production from wastewater. Polym Adv Technol. 2023;34:1633. 10.1002/PAT.5997.Search in Google Scholar
[16] Hamid MMA, Alruqi M, Elsayed AM, Atta MM, Hanafi HA, Rabia M. Testing the photo-electrocatalytic hydrogen production of polypyrrole quantum dot by combining with graphene oxide sheets on glass slide. J Mater Sci: Mater Electron. 2023;34:1–11. 10.1007/S10854-023-10229-9/METRICS.Search in Google Scholar
[17] Rabia M, Aldosari E, Geneidy AHA. Exceptionally crystalline nature of CrO3-Cr2O3/Ppy nanocomposite as a prospective photoelectrode for efficient green hydrogen generation in the context of environmentally friendly water-splitting reactions using sanitized water. Environ Prog Sustain Energy. 2024;43:e14455. 10.1002/EP.14455.Search in Google Scholar
[18] Tsao CW, Narra S, Kao JC, Lin YC, Chen CY, Chin YC, et al. Dual-plasmonic Au@Cu7S4 Yolk@shell nanocrystals for photocatalytic hydrogen production across visible to near infrared spectral region. Nat Commun. 2024;15(1):1–13. 10.1038/s41467-023-44664-3.Search in Google Scholar PubMed PubMed Central
[19] Constantinou P, Stock TJZ, Tseng L-T, Kazazis D, Muntwiler M, Vaz CAF, et al. EUV-induced hydrogen desorption as a step towards large-scale silicon quantum device patterning. Nat Commun. 2024;15(1):1–13. 10.1038/s41467-024-44790-6.Search in Google Scholar PubMed PubMed Central
[20] Kountouris I, Bramstoft R, Madsen T, Gea-Bermúdez J, Münster M, Keles D. A unified european hydrogen infrastructure planning to support the rapid scale-up of hydrogen production. Nat Commun. 2024;15(1):1–13. 10.1038/s41467-024-49867-w.Search in Google Scholar PubMed PubMed Central
[21] Aldosari E, Rabia M, Abdelazeez AAA. Rod-shaped Mo (VI) trichalcogenide – Mo (VI) oxide decorated on poly (1-H pyrrole) as a promising nanocomposite photoelectrode for green hydrogen generation from sewage water with high efficiency. Green Process Synth. 2024;13:20230243.10.1515/gps-2023-0243Search in Google Scholar
[22] Rabia M, Elsayed AM, Alnuwaiser MA. Highly morphological behavior AgI/P1HP intercalated with iodide ions in the polymer chains as a promising photocathode for the hydrogen generation from Red Sea Water. Opt Quantum Electron. 2024;56:1–16. 10.1007/S11082-023-06274-7/METRICS.Search in Google Scholar
[23] Moradi-Alavian S, Kazempour A, Mirzaei-Saatlo M, Ashassi-Sorkhabi H, Mehrdad A, Asghari E, et al. Promotion of hydrogen evolution from seawater via poly(aniline-Co-4-nitroaniline) combined with 3D nickel nanoparticles. Sci Rep. 2023;13:1–10. 10.1038/s41598-023-48355-3.Search in Google Scholar PubMed PubMed Central
[24] Gong S, Jiang Z, Zhu S, Fan J, Xu Q, Min Y. The synthesis of graphene-TiO2/g-C3N4 super-thin heterojunctions with enhanced visible-light photocatalytic activities. J Nanopart Res. 2018;20:1–13. 10.1007/S11051-018-4399-8/FIGURES/7.Search in Google Scholar
[25] Zhao C, Yu Z, Xing J, Zou Y, Liu H, Zhang H, et al. Effect of Ag2s nanocrystals/reduced graphene oxide interface on hydrogen evolution reaction. Catalysts. 2020;10:1–12. 10.3390/catal10090948.Search in Google Scholar
[26] Du L, Shi G, Zhao Y, Chen X, Sun H, Liu F, et al. Plasmon-promoted electrocatalytic water splitting on metal-semiconductor nanocomposites: The interfacial charge transfer and the real catalytic sites. Chem Sci. 2019;10:9605–12. 10.1039/c9sc03360b.Search in Google Scholar PubMed PubMed Central
[27] Kanwal F, Rani I, Batool A, Sandali Y, Li C, Shafique S, et al. Enhanced dielectric and photocatalytic properties of TiO2-decorated RGO/PANI hybrid composites synthesized by in-situ chemical oxidation polymerization route. Mater Sci Eng: B. 2023;298:116837. 10.1016/J.MSEB.2023.116837.Search in Google Scholar
[28] Xia Z, Tao Y, Pan Z, Shen X. Enhanced photocatalytic performance and stability of 1T MoS2 transformed from 2H MoS2 via Li Intercalation. Results Phys. 2019;12:2218–24. 10.1016/J.RINP.2019.01.020.Search in Google Scholar
[29] Rabia M, Elsayed AM, Alnuwaiser MA. Mn (IV) oxide/Mn (IV) sulfide/poly-2-amino-1-mercaptobenzene for green hydrogen generation. Surf Innov. 2023;12(5–6):282–91. 10.1680/JSUIN.23.00031.Search in Google Scholar
[30] Rabia M, Elsayed AM, Alnuwaiser MA. Cr2S3-Cr2O3/poly-2-aminobenzene-1-thiol as a highly photocatalytic material for green hydrogen generation from sewage water. Micromachines. 2023;14:1567. 10.3390/MI14081567.Search in Google Scholar PubMed PubMed Central
[31] Helmy A, Rabia M, Shaban M, Ashraf AM, Ahmed S, Ahmed AM. Graphite/rolled graphene oxide/carbon nanotube photoelectrode for water splitting of exhaust car solution. Int J Energy Res. 2020;44:7687–97. 10.1002/er.5501.Search in Google Scholar
[32] Rabia M, Aldosari E, Geneidy AHA. Highly flexible poly-O-aminothiophenol/intercalated iodide composite with highly morphological properties for green hydrogen generation from Red Sea Water. Phys Scr. 2024;99:045001. 10.1088/1402-4896/AD2BC5.Search in Google Scholar
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This work is licensed under the Creative Commons Attribution 4.0 International License.
Articles in the same Issue
- Regular Articles
- Numerical study of flow and heat transfer in the channel of panel-type radiator with semi-detached inclined trapezoidal wing vortex generators
- Homogeneous–heterogeneous reactions in the colloidal investigation of Casson fluid
- High-speed mid-infrared Mach–Zehnder electro-optical modulators in lithium niobate thin film on sapphire
- Numerical analysis of dengue transmission model using Caputo–Fabrizio fractional derivative
- Mononuclear nanofluids undergoing convective heating across a stretching sheet and undergoing MHD flow in three dimensions: Potential industrial applications
- Heat transfer characteristics of cobalt ferrite nanoparticles scattered in sodium alginate-based non-Newtonian nanofluid over a stretching/shrinking horizontal plane surface
- The electrically conducting water-based nanofluid flow containing titanium and aluminum alloys over a rotating disk surface with nonlinear thermal radiation: A numerical analysis
- Growth, characterization, and anti-bacterial activity of l-methionine supplemented with sulphamic acid single crystals
- A numerical analysis of the blood-based Casson hybrid nanofluid flow past a convectively heated surface embedded in a porous medium
- Optoelectronic–thermomagnetic effect of a microelongated non-local rotating semiconductor heated by pulsed laser with varying thermal conductivity
- Thermal proficiency of magnetized and radiative cross-ternary hybrid nanofluid flow induced by a vertical cylinder
- Enhanced heat transfer and fluid motion in 3D nanofluid with anisotropic slip and magnetic field
- Numerical analysis of thermophoretic particle deposition on 3D Casson nanofluid: Artificial neural networks-based Levenberg–Marquardt algorithm
- Analyzing fuzzy fractional Degasperis–Procesi and Camassa–Holm equations with the Atangana–Baleanu operator
- Bayesian estimation of equipment reliability with normal-type life distribution based on multiple batch tests
- Chaotic control problem of BEC system based on Hartree–Fock mean field theory
- Optimized framework numerical solution for swirling hybrid nanofluid flow with silver/gold nanoparticles on a stretching cylinder with heat source/sink and reactive agents
- Stability analysis and numerical results for some schemes discretising 2D nonconstant coefficient advection–diffusion equations
- Convective flow of a magnetohydrodynamic second-grade fluid past a stretching surface with Cattaneo–Christov heat and mass flux model
- Analysis of the heat transfer enhancement in water-based micropolar hybrid nanofluid flow over a vertical flat surface
- Microscopic seepage simulation of gas and water in shale pores and slits based on VOF
- Model of conversion of flow from confined to unconfined aquifers with stochastic approach
- Study of fractional variable-order lymphatic filariasis infection model
- Soliton, quasi-soliton, and their interaction solutions of a nonlinear (2 + 1)-dimensional ZK–mZK–BBM equation for gravity waves
- Application of conserved quantities using the formal Lagrangian of a nonlinear integro partial differential equation through optimal system of one-dimensional subalgebras in physics and engineering
- Nonlinear fractional-order differential equations: New closed-form traveling-wave solutions
- Sixth-kind Chebyshev polynomials technique to numerically treat the dissipative viscoelastic fluid flow in the rheology of Cattaneo–Christov model
- Some transforms, Riemann–Liouville fractional operators, and applications of newly extended M–L (p, s, k) function
- Magnetohydrodynamic water-based hybrid nanofluid flow comprising diamond and copper nanoparticles on a stretching sheet with slips constraints
- Super-resolution reconstruction method of the optical synthetic aperture image using generative adversarial network
- A two-stage framework for predicting the remaining useful life of bearings
- Influence of variable fluid properties on mixed convective Darcy–Forchheimer flow relation over a surface with Soret and Dufour spectacle
- Inclined surface mixed convection flow of viscous fluid with porous medium and Soret effects
- Exact solutions to vorticity of the fractional nonuniform Poiseuille flows
- In silico modified UV spectrophotometric approaches to resolve overlapped spectra for quality control of rosuvastatin and teneligliptin formulation
- Numerical simulations for fractional Hirota–Satsuma coupled Korteweg–de Vries systems
- Substituent effect on the electronic and optical properties of newly designed pyrrole derivatives using density functional theory
- A comparative analysis of shielding effectiveness in glass and concrete containers
- Numerical analysis of the MHD Williamson nanofluid flow over a nonlinear stretching sheet through a Darcy porous medium: Modeling and simulation
- Analytical and numerical investigation for viscoelastic fluid with heat transfer analysis during rollover-web coating phenomena
- Influence of variable viscosity on existing sheet thickness in the calendering of non-isothermal viscoelastic materials
- Analysis of nonlinear fractional-order Fisher equation using two reliable techniques
- Comparison of plan quality and robustness using VMAT and IMRT for breast cancer
- Radiative nanofluid flow over a slender stretching Riga plate under the impact of exponential heat source/sink
- Numerical investigation of acoustic streaming vortices in cylindrical tube arrays
- Numerical study of blood-based MHD tangent hyperbolic hybrid nanofluid flow over a permeable stretching sheet with variable thermal conductivity and cross-diffusion
- Fractional view analytical analysis of generalized regularized long wave equation
- Dynamic simulation of non-Newtonian boundary layer flow: An enhanced exponential time integrator approach with spatially and temporally variable heat sources
- Inclined magnetized infinite shear rate viscosity of non-Newtonian tetra hybrid nanofluid in stenosed artery with non-uniform heat sink/source
- Estimation of monotone α-quantile of past lifetime function with application
- Numerical simulation for the slip impacts on the radiative nanofluid flow over a stretched surface with nonuniform heat generation and viscous dissipation
- Study of fractional telegraph equation via Shehu homotopy perturbation method
- An investigation into the impact of thermal radiation and chemical reactions on the flow through porous media of a Casson hybrid nanofluid including unstable mixed convection with stretched sheet in the presence of thermophoresis and Brownian motion
- Establishing breather and N-soliton solutions for conformable Klein–Gordon equation
- An electro-optic half subtractor from a silicon-based hybrid surface plasmon polariton waveguide
- CFD analysis of particle shape and Reynolds number on heat transfer characteristics of nanofluid in heated tube
- Abundant exact traveling wave solutions and modulation instability analysis to the generalized Hirota–Satsuma–Ito equation
- A short report on a probability-based interpretation of quantum mechanics
- Study on cavitation and pulsation characteristics of a novel rotor-radial groove hydrodynamic cavitation reactor
- Optimizing heat transport in a permeable cavity with an isothermal solid block: Influence of nanoparticles volume fraction and wall velocity ratio
- Linear instability of the vertical throughflow in a porous layer saturated by a power-law fluid with variable gravity effect
- Thermal analysis of generalized Cattaneo–Christov theories in Burgers nanofluid in the presence of thermo-diffusion effects and variable thermal conductivity
- A new benchmark for camouflaged object detection: RGB-D camouflaged object detection dataset
- Effect of electron temperature and concentration on production of hydroxyl radical and nitric oxide in atmospheric pressure low-temperature helium plasma jet: Swarm analysis and global model investigation
- Double diffusion convection of Maxwell–Cattaneo fluids in a vertical slot
- Thermal analysis of extended surfaces using deep neural networks
- Steady-state thermodynamic process in multilayered heterogeneous cylinder
- Multiresponse optimisation and process capability analysis of chemical vapour jet machining for the acrylonitrile butadiene styrene polymer: Unveiling the morphology
- Modeling monkeypox virus transmission: Stability analysis and comparison of analytical techniques
- Fourier spectral method for the fractional-in-space coupled Whitham–Broer–Kaup equations on unbounded domain
- The chaotic behavior and traveling wave solutions of the conformable extended Korteweg–de-Vries model
- Research on optimization of combustor liner structure based on arc-shaped slot hole
- Construction of M-shaped solitons for a modified regularized long-wave equation via Hirota's bilinear method
- Effectiveness of microwave ablation using two simultaneous antennas for liver malignancy treatment
- Discussion on optical solitons, sensitivity and qualitative analysis to a fractional model of ion sound and Langmuir waves with Atangana Baleanu derivatives
- Reliability of two-dimensional steady magnetized Jeffery fluid over shrinking sheet with chemical effect
- Generalized model of thermoelasticity associated with fractional time-derivative operators and its applications to non-simple elastic materials
- Migration of two rigid spheres translating within an infinite couple stress fluid under the impact of magnetic field
- A comparative investigation of neutron and gamma radiation interaction properties of zircaloy-2 and zircaloy-4 with consideration of mechanical properties
- New optical stochastic solutions for the Schrödinger equation with multiplicative Wiener process/random variable coefficients using two different methods
- Physical aspects of quantile residual lifetime sequence
- Synthesis, structure, I–V characteristics, and optical properties of chromium oxide thin films for optoelectronic applications
- Smart mathematically filtered UV spectroscopic methods for quality assurance of rosuvastatin and valsartan from formulation
- A novel investigation into time-fractional multi-dimensional Navier–Stokes equations within Aboodh transform
- Homotopic dynamic solution of hydrodynamic nonlinear natural convection containing superhydrophobicity and isothermally heated parallel plate with hybrid nanoparticles
- A novel tetra hybrid bio-nanofluid model with stenosed artery
- Propagation of traveling wave solution of the strain wave equation in microcrystalline materials
- Innovative analysis to the time-fractional q-deformed tanh-Gordon equation via modified double Laplace transform method
- A new investigation of the extended Sakovich equation for abundant soliton solution in industrial engineering via two efficient techniques
- New soliton solutions of the conformable time fractional Drinfel'd–Sokolov–Wilson equation based on the complete discriminant system method
- Irradiation of hydrophilic acrylic intraocular lenses by a 365 nm UV lamp
- Inflation and the principle of equivalence
- The use of a supercontinuum light source for the characterization of passive fiber optic components
- Optical solitons to the fractional Kundu–Mukherjee–Naskar equation with time-dependent coefficients
- A promising photocathode for green hydrogen generation from sanitation water without external sacrificing agent: silver-silver oxide/poly(1H-pyrrole) dendritic nanocomposite seeded on poly-1H pyrrole film
- Photon balance in the fiber laser model
- Propagation of optical spatial solitons in nematic liquid crystals with quadruple power law of nonlinearity appears in fluid mechanics
- Theoretical investigation and sensitivity analysis of non-Newtonian fluid during roll coating process by response surface methodology
- Utilizing slip conditions on transport phenomena of heat energy with dust and tiny nanoparticles over a wedge
- Bismuthyl chloride/poly(m-toluidine) nanocomposite seeded on poly-1H pyrrole: Photocathode for green hydrogen generation
- Infrared thermography based fault diagnosis of diesel engines using convolutional neural network and image enhancement
- On some solitary wave solutions of the Estevez--Mansfield--Clarkson equation with conformable fractional derivatives in time
- Impact of permeability and fluid parameters in couple stress media on rotating eccentric spheres
- Review Article
- Transformer-based intelligent fault diagnosis methods of mechanical equipment: A survey
- Special Issue on Predicting pattern alterations in nature - Part II
- A comparative study of Bagley–Torvik equation under nonsingular kernel derivatives using Weeks method
- On the existence and numerical simulation of Cholera epidemic model
- Numerical solutions of generalized Atangana–Baleanu time-fractional FitzHugh–Nagumo equation using cubic B-spline functions
- Dynamic properties of the multimalware attacks in wireless sensor networks: Fractional derivative analysis of wireless sensor networks
- Prediction of COVID-19 spread with models in different patterns: A case study of Russia
- Study of chronic myeloid leukemia with T-cell under fractal-fractional order model
- Accumulation process in the environment for a generalized mass transport system
- Analysis of a generalized proportional fractional stochastic differential equation incorporating Carathéodory's approximation and applications
- Special Issue on Nanomaterial utilization and structural optimization - Part II
- Numerical study on flow and heat transfer performance of a spiral-wound heat exchanger for natural gas
- Study of ultrasonic influence on heat transfer and resistance performance of round tube with twisted belt
- Numerical study on bionic airfoil fins used in printed circuit plate heat exchanger
- Improving heat transfer efficiency via optimization and sensitivity assessment in hybrid nanofluid flow with variable magnetism using the Yamada–Ota model
- Special Issue on Nanofluids: Synthesis, Characterization, and Applications
- Exact solutions of a class of generalized nanofluidic models
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- Studying nonlinear vibration analysis of nanoelectro-mechanical resonators via analytical computational method
- Numerical analysis of non-linear radiative Casson fluids containing CNTs having length and radius over permeable moving plate
- Two-phase numerical simulation of thermal and solutal transport exploration of a non-Newtonian nanomaterial flow past a stretching surface with chemical reaction
- Natural convection and flow patterns of Cu–water nanofluids in hexagonal cavity: A novel thermal case study
- Solitonic solutions and study of nonlinear wave dynamics in a Murnaghan hyperelastic circular pipe
- Comparative study of couple stress fluid flow using OHAM and NIM
- Utilization of OHAM to investigate entropy generation with a temperature-dependent thermal conductivity model in hybrid nanofluid using the radiation phenomenon
- Slip effects on magnetized radiatively hybridized ferrofluid flow with acute magnetic force over shrinking/stretching surface
- Significance of 3D rectangular closed domain filled with charged particles and nanoparticles engaging finite element methodology
- Robustness and dynamical features of fractional difference spacecraft model with Mittag–Leffler stability
- Characterizing magnetohydrodynamic effects on developed nanofluid flow in an obstructed vertical duct under constant pressure gradient
- Study on dynamic and static tensile and puncture-resistant mechanical properties of impregnated STF multi-dimensional structure Kevlar fiber reinforced composites
- Thermosolutal Marangoni convective flow of MHD tangent hyperbolic hybrid nanofluids with elastic deformation and heat source
- Investigation of convective heat transport in a Carreau hybrid nanofluid between two stretchable rotatory disks
- Single-channel cooling system design by using perforated porous insert and modeling with POD for double conductive panel
- Special Issue on Fundamental Physics from Atoms to Cosmos - Part I
- Pulsed excitation of a quantum oscillator: A model accounting for damping
- Review of recent analytical advances in the spectroscopy of hydrogenic lines in plasmas
- Heavy mesons mass spectroscopy under a spin-dependent Cornell potential within the framework of the spinless Salpeter equation
- Coherent manipulation of bright and dark solitons of reflection and transmission pulses through sodium atomic medium
- Effect of the gravitational field strength on the rate of chemical reactions
- The kinetic relativity theory – hiding in plain sight
- Special Issue on Advanced Energy Materials - Part III
- Eco-friendly graphitic carbon nitride–poly(1H pyrrole) nanocomposite: A photocathode for green hydrogen production, paving the way for commercial applications
Articles in the same Issue
- Regular Articles
- Numerical study of flow and heat transfer in the channel of panel-type radiator with semi-detached inclined trapezoidal wing vortex generators
- Homogeneous–heterogeneous reactions in the colloidal investigation of Casson fluid
- High-speed mid-infrared Mach–Zehnder electro-optical modulators in lithium niobate thin film on sapphire
- Numerical analysis of dengue transmission model using Caputo–Fabrizio fractional derivative
- Mononuclear nanofluids undergoing convective heating across a stretching sheet and undergoing MHD flow in three dimensions: Potential industrial applications
- Heat transfer characteristics of cobalt ferrite nanoparticles scattered in sodium alginate-based non-Newtonian nanofluid over a stretching/shrinking horizontal plane surface
- The electrically conducting water-based nanofluid flow containing titanium and aluminum alloys over a rotating disk surface with nonlinear thermal radiation: A numerical analysis
- Growth, characterization, and anti-bacterial activity of l-methionine supplemented with sulphamic acid single crystals
- A numerical analysis of the blood-based Casson hybrid nanofluid flow past a convectively heated surface embedded in a porous medium
- Optoelectronic–thermomagnetic effect of a microelongated non-local rotating semiconductor heated by pulsed laser with varying thermal conductivity
- Thermal proficiency of magnetized and radiative cross-ternary hybrid nanofluid flow induced by a vertical cylinder
- Enhanced heat transfer and fluid motion in 3D nanofluid with anisotropic slip and magnetic field
- Numerical analysis of thermophoretic particle deposition on 3D Casson nanofluid: Artificial neural networks-based Levenberg–Marquardt algorithm
- Analyzing fuzzy fractional Degasperis–Procesi and Camassa–Holm equations with the Atangana–Baleanu operator
- Bayesian estimation of equipment reliability with normal-type life distribution based on multiple batch tests
- Chaotic control problem of BEC system based on Hartree–Fock mean field theory
- Optimized framework numerical solution for swirling hybrid nanofluid flow with silver/gold nanoparticles on a stretching cylinder with heat source/sink and reactive agents
- Stability analysis and numerical results for some schemes discretising 2D nonconstant coefficient advection–diffusion equations
- Convective flow of a magnetohydrodynamic second-grade fluid past a stretching surface with Cattaneo–Christov heat and mass flux model
- Analysis of the heat transfer enhancement in water-based micropolar hybrid nanofluid flow over a vertical flat surface
- Microscopic seepage simulation of gas and water in shale pores and slits based on VOF
- Model of conversion of flow from confined to unconfined aquifers with stochastic approach
- Study of fractional variable-order lymphatic filariasis infection model
- Soliton, quasi-soliton, and their interaction solutions of a nonlinear (2 + 1)-dimensional ZK–mZK–BBM equation for gravity waves
- Application of conserved quantities using the formal Lagrangian of a nonlinear integro partial differential equation through optimal system of one-dimensional subalgebras in physics and engineering
- Nonlinear fractional-order differential equations: New closed-form traveling-wave solutions
- Sixth-kind Chebyshev polynomials technique to numerically treat the dissipative viscoelastic fluid flow in the rheology of Cattaneo–Christov model
- Some transforms, Riemann–Liouville fractional operators, and applications of newly extended M–L (p, s, k) function
- Magnetohydrodynamic water-based hybrid nanofluid flow comprising diamond and copper nanoparticles on a stretching sheet with slips constraints
- Super-resolution reconstruction method of the optical synthetic aperture image using generative adversarial network
- A two-stage framework for predicting the remaining useful life of bearings
- Influence of variable fluid properties on mixed convective Darcy–Forchheimer flow relation over a surface with Soret and Dufour spectacle
- Inclined surface mixed convection flow of viscous fluid with porous medium and Soret effects
- Exact solutions to vorticity of the fractional nonuniform Poiseuille flows
- In silico modified UV spectrophotometric approaches to resolve overlapped spectra for quality control of rosuvastatin and teneligliptin formulation
- Numerical simulations for fractional Hirota–Satsuma coupled Korteweg–de Vries systems
- Substituent effect on the electronic and optical properties of newly designed pyrrole derivatives using density functional theory
- A comparative analysis of shielding effectiveness in glass and concrete containers
- Numerical analysis of the MHD Williamson nanofluid flow over a nonlinear stretching sheet through a Darcy porous medium: Modeling and simulation
- Analytical and numerical investigation for viscoelastic fluid with heat transfer analysis during rollover-web coating phenomena
- Influence of variable viscosity on existing sheet thickness in the calendering of non-isothermal viscoelastic materials
- Analysis of nonlinear fractional-order Fisher equation using two reliable techniques
- Comparison of plan quality and robustness using VMAT and IMRT for breast cancer
- Radiative nanofluid flow over a slender stretching Riga plate under the impact of exponential heat source/sink
- Numerical investigation of acoustic streaming vortices in cylindrical tube arrays
- Numerical study of blood-based MHD tangent hyperbolic hybrid nanofluid flow over a permeable stretching sheet with variable thermal conductivity and cross-diffusion
- Fractional view analytical analysis of generalized regularized long wave equation
- Dynamic simulation of non-Newtonian boundary layer flow: An enhanced exponential time integrator approach with spatially and temporally variable heat sources
- Inclined magnetized infinite shear rate viscosity of non-Newtonian tetra hybrid nanofluid in stenosed artery with non-uniform heat sink/source
- Estimation of monotone α-quantile of past lifetime function with application
- Numerical simulation for the slip impacts on the radiative nanofluid flow over a stretched surface with nonuniform heat generation and viscous dissipation
- Study of fractional telegraph equation via Shehu homotopy perturbation method
- An investigation into the impact of thermal radiation and chemical reactions on the flow through porous media of a Casson hybrid nanofluid including unstable mixed convection with stretched sheet in the presence of thermophoresis and Brownian motion
- Establishing breather and N-soliton solutions for conformable Klein–Gordon equation
- An electro-optic half subtractor from a silicon-based hybrid surface plasmon polariton waveguide
- CFD analysis of particle shape and Reynolds number on heat transfer characteristics of nanofluid in heated tube
- Abundant exact traveling wave solutions and modulation instability analysis to the generalized Hirota–Satsuma–Ito equation
- A short report on a probability-based interpretation of quantum mechanics
- Study on cavitation and pulsation characteristics of a novel rotor-radial groove hydrodynamic cavitation reactor
- Optimizing heat transport in a permeable cavity with an isothermal solid block: Influence of nanoparticles volume fraction and wall velocity ratio
- Linear instability of the vertical throughflow in a porous layer saturated by a power-law fluid with variable gravity effect
- Thermal analysis of generalized Cattaneo–Christov theories in Burgers nanofluid in the presence of thermo-diffusion effects and variable thermal conductivity
- A new benchmark for camouflaged object detection: RGB-D camouflaged object detection dataset
- Effect of electron temperature and concentration on production of hydroxyl radical and nitric oxide in atmospheric pressure low-temperature helium plasma jet: Swarm analysis and global model investigation
- Double diffusion convection of Maxwell–Cattaneo fluids in a vertical slot
- Thermal analysis of extended surfaces using deep neural networks
- Steady-state thermodynamic process in multilayered heterogeneous cylinder
- Multiresponse optimisation and process capability analysis of chemical vapour jet machining for the acrylonitrile butadiene styrene polymer: Unveiling the morphology
- Modeling monkeypox virus transmission: Stability analysis and comparison of analytical techniques
- Fourier spectral method for the fractional-in-space coupled Whitham–Broer–Kaup equations on unbounded domain
- The chaotic behavior and traveling wave solutions of the conformable extended Korteweg–de-Vries model
- Research on optimization of combustor liner structure based on arc-shaped slot hole
- Construction of M-shaped solitons for a modified regularized long-wave equation via Hirota's bilinear method
- Effectiveness of microwave ablation using two simultaneous antennas for liver malignancy treatment
- Discussion on optical solitons, sensitivity and qualitative analysis to a fractional model of ion sound and Langmuir waves with Atangana Baleanu derivatives
- Reliability of two-dimensional steady magnetized Jeffery fluid over shrinking sheet with chemical effect
- Generalized model of thermoelasticity associated with fractional time-derivative operators and its applications to non-simple elastic materials
- Migration of two rigid spheres translating within an infinite couple stress fluid under the impact of magnetic field
- A comparative investigation of neutron and gamma radiation interaction properties of zircaloy-2 and zircaloy-4 with consideration of mechanical properties
- New optical stochastic solutions for the Schrödinger equation with multiplicative Wiener process/random variable coefficients using two different methods
- Physical aspects of quantile residual lifetime sequence
- Synthesis, structure, I–V characteristics, and optical properties of chromium oxide thin films for optoelectronic applications
- Smart mathematically filtered UV spectroscopic methods for quality assurance of rosuvastatin and valsartan from formulation
- A novel investigation into time-fractional multi-dimensional Navier–Stokes equations within Aboodh transform
- Homotopic dynamic solution of hydrodynamic nonlinear natural convection containing superhydrophobicity and isothermally heated parallel plate with hybrid nanoparticles
- A novel tetra hybrid bio-nanofluid model with stenosed artery
- Propagation of traveling wave solution of the strain wave equation in microcrystalline materials
- Innovative analysis to the time-fractional q-deformed tanh-Gordon equation via modified double Laplace transform method
- A new investigation of the extended Sakovich equation for abundant soliton solution in industrial engineering via two efficient techniques
- New soliton solutions of the conformable time fractional Drinfel'd–Sokolov–Wilson equation based on the complete discriminant system method
- Irradiation of hydrophilic acrylic intraocular lenses by a 365 nm UV lamp
- Inflation and the principle of equivalence
- The use of a supercontinuum light source for the characterization of passive fiber optic components
- Optical solitons to the fractional Kundu–Mukherjee–Naskar equation with time-dependent coefficients
- A promising photocathode for green hydrogen generation from sanitation water without external sacrificing agent: silver-silver oxide/poly(1H-pyrrole) dendritic nanocomposite seeded on poly-1H pyrrole film
- Photon balance in the fiber laser model
- Propagation of optical spatial solitons in nematic liquid crystals with quadruple power law of nonlinearity appears in fluid mechanics
- Theoretical investigation and sensitivity analysis of non-Newtonian fluid during roll coating process by response surface methodology
- Utilizing slip conditions on transport phenomena of heat energy with dust and tiny nanoparticles over a wedge
- Bismuthyl chloride/poly(m-toluidine) nanocomposite seeded on poly-1H pyrrole: Photocathode for green hydrogen generation
- Infrared thermography based fault diagnosis of diesel engines using convolutional neural network and image enhancement
- On some solitary wave solutions of the Estevez--Mansfield--Clarkson equation with conformable fractional derivatives in time
- Impact of permeability and fluid parameters in couple stress media on rotating eccentric spheres
- Review Article
- Transformer-based intelligent fault diagnosis methods of mechanical equipment: A survey
- Special Issue on Predicting pattern alterations in nature - Part II
- A comparative study of Bagley–Torvik equation under nonsingular kernel derivatives using Weeks method
- On the existence and numerical simulation of Cholera epidemic model
- Numerical solutions of generalized Atangana–Baleanu time-fractional FitzHugh–Nagumo equation using cubic B-spline functions
- Dynamic properties of the multimalware attacks in wireless sensor networks: Fractional derivative analysis of wireless sensor networks
- Prediction of COVID-19 spread with models in different patterns: A case study of Russia
- Study of chronic myeloid leukemia with T-cell under fractal-fractional order model
- Accumulation process in the environment for a generalized mass transport system
- Analysis of a generalized proportional fractional stochastic differential equation incorporating Carathéodory's approximation and applications
- Special Issue on Nanomaterial utilization and structural optimization - Part II
- Numerical study on flow and heat transfer performance of a spiral-wound heat exchanger for natural gas
- Study of ultrasonic influence on heat transfer and resistance performance of round tube with twisted belt
- Numerical study on bionic airfoil fins used in printed circuit plate heat exchanger
- Improving heat transfer efficiency via optimization and sensitivity assessment in hybrid nanofluid flow with variable magnetism using the Yamada–Ota model
- Special Issue on Nanofluids: Synthesis, Characterization, and Applications
- Exact solutions of a class of generalized nanofluidic models
- Stability enhancement of Al2O3, ZnO, and TiO2 binary nanofluids for heat transfer applications
- Thermal transport energy performance on tangent hyperbolic hybrid nanofluids and their implementation in concentrated solar aircraft wings
- Studying nonlinear vibration analysis of nanoelectro-mechanical resonators via analytical computational method
- Numerical analysis of non-linear radiative Casson fluids containing CNTs having length and radius over permeable moving plate
- Two-phase numerical simulation of thermal and solutal transport exploration of a non-Newtonian nanomaterial flow past a stretching surface with chemical reaction
- Natural convection and flow patterns of Cu–water nanofluids in hexagonal cavity: A novel thermal case study
- Solitonic solutions and study of nonlinear wave dynamics in a Murnaghan hyperelastic circular pipe
- Comparative study of couple stress fluid flow using OHAM and NIM
- Utilization of OHAM to investigate entropy generation with a temperature-dependent thermal conductivity model in hybrid nanofluid using the radiation phenomenon
- Slip effects on magnetized radiatively hybridized ferrofluid flow with acute magnetic force over shrinking/stretching surface
- Significance of 3D rectangular closed domain filled with charged particles and nanoparticles engaging finite element methodology
- Robustness and dynamical features of fractional difference spacecraft model with Mittag–Leffler stability
- Characterizing magnetohydrodynamic effects on developed nanofluid flow in an obstructed vertical duct under constant pressure gradient
- Study on dynamic and static tensile and puncture-resistant mechanical properties of impregnated STF multi-dimensional structure Kevlar fiber reinforced composites
- Thermosolutal Marangoni convective flow of MHD tangent hyperbolic hybrid nanofluids with elastic deformation and heat source
- Investigation of convective heat transport in a Carreau hybrid nanofluid between two stretchable rotatory disks
- Single-channel cooling system design by using perforated porous insert and modeling with POD for double conductive panel
- Special Issue on Fundamental Physics from Atoms to Cosmos - Part I
- Pulsed excitation of a quantum oscillator: A model accounting for damping
- Review of recent analytical advances in the spectroscopy of hydrogenic lines in plasmas
- Heavy mesons mass spectroscopy under a spin-dependent Cornell potential within the framework of the spinless Salpeter equation
- Coherent manipulation of bright and dark solitons of reflection and transmission pulses through sodium atomic medium
- Effect of the gravitational field strength on the rate of chemical reactions
- The kinetic relativity theory – hiding in plain sight
- Special Issue on Advanced Energy Materials - Part III
- Eco-friendly graphitic carbon nitride–poly(1H pyrrole) nanocomposite: A photocathode for green hydrogen production, paving the way for commercial applications