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  • Open Access

    ARTICLE

    Deep Learning-Assisted Modelling of Electro-Osmotic Flow in Thin Film Sutterby Hybrid Nanofluid over a Porous Inclined Sheet

    Irfan Saif Ud Din1, Imran Siddique2,3,4,5, Zohaib Zahid1, Muhammad Nadeem6, Ibrahim Alraddadi2,*, Taha Radwan7,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.147, No.2, 2026, DOI:10.32604/cmes.2026.081726 - 27 May 2026

    Abstract This study examines the variable thermal conductivity and electroosmotic performance of Sutterby hybrid nanofluid (SBHNF) thin film flow over a stretched inclined sheet using an artificial neural network (ANN)-based on NARX (Multilayer Nonlinear Autoregressive Networks with Exogenous Inputs) multiple-layer backpropagation simulation with the Levenberg-Marquardt algorithm (LMA). AA7075 and AA7072 nanoparticles suspended in sodium alginate (SA) base fluid make up the hybrid nanofluid (HNF), which was selected due to its improved heat transfer properties and superior thermal conductivity. The model’s practical applicability is enhanced by melting heat, nonlinear thermal radiation, boundary slip, and Newtonian heating effects,… More >

  • Open Access

    ARTICLE

    Compression vs. Tension-Induced Wrinkle Formation on Thin Film Structures: Three-Dimensional Numerical Simulations

    Md Al Rifat Anan1, Donghyeon Ryu2, Yu-Lin Shen1,*

    CMES-Computer Modeling in Engineering & Sciences, Vol.147, No.2, 2026, DOI:10.32604/cmes.2026.080371 - 27 May 2026

    Abstract The development of surface wrinkles on thin films bonded to compliant substrates is recognized as a form of mechanical instability. While this wrinkling behavior is widely studied when the thin film is under direct compression, much less attention has been devoted to the prediction of wrinkle formation caused by tension and cyclic compression-tension deformations. This work focuses on compression vs. tension-induced wrinkles using a relatively stiff polymeric film on an elastomeric substrate as the model system. Experimental observations show that parallel wrinkles formed during unidirectional compression gradually disappear under reverse loading. When the thin film… More >

  • Open Access

    ARTICLE

    Structural and Optical Properties of Cu2ZnSn(S1−xSex)4 Nanostructures Thin Film for Photovoltaic Applications

    Bushra A. Hasan1, Ameer J. Fadhl2, Ahmad A. Hasan1, Yasser A. Jebbar3,*

    Chalcogenide Letters, Vol.23, No.4, 2026, DOI:10.32604/cl.2026.079634 - 09 May 2026

    Abstract Copper zinc tin sulfide selenide, Cu2ZnSn(S1−xSex)4, absorbers are promising earth-abundant and environmentally benign materials for low-cost photovoltaic applications. This study investigates the structural and optical properties of Cu2ZnSn(S1−xSex)4 nanostructured thin films prepared by pulsed laser deposition using melt-quenched targets with selenium compositions x = 0.0–1.0. X-ray diffraction revealed that films with low selenium content remained amorphous, whereas higher selenium incorporation promoted the formation of polycrystalline kesterite–stannite phases with preferred orientations along (112), (200), (220), and (312). The crystallite size increased from 12.3 to 17.9 nm as selenium reached x = 1.0, indicating enhanced crystal growth. Atomic force… More >

  • Open Access

    ARTICLE

    Spin-Coated Kesterite Based CZTS (Cu2ZnSnS4) Thin Films: Structural, Optical, and Compositional Analysis for Photovoltaic Applications

    Md. Rakib Hasan1, Afrina Sharmin2, Mimi Mondal1,3, Md. Ahasan Habib1, Rinku Majumder1, Muhammad Shahriar Bashar2,*, Md. Salahuddin Mina1,*

    Chalcogenide Letters, Vol.23, No.3, 2026, DOI:10.32604/cl.2026.079270 - 03 April 2026

    Abstract In this work, spin-coated Cu2ZnSnS4 (CZTS) thin films with systematically varied thicknesses were investigated to understand their influence on structural, compositional, and optical properties relevant to high-performance photovoltaic applications. CZTS absorber layers were fabricated using a sol-gel spin-coating technique, which offers simplicity, low cost, and excellent thickness control, followed by annealing at 450°C under a nitrogen atmosphere to promote crystallization and phase formation. X-ray diffraction (XRD) analysis revealed that films with a thickness of approximately 608 nm exhibited the highest crystallinity and a preferred orientation along the (112) plane, indicating enhanced structural order and improved grain… More >

  • Open Access

    ARTICLE

    Effect of Annealing on CuZnS Ternary Chalcogenide Thin Films Prepared by Chemical Bath Deposition: An XPS Study

    Preetha K. C.1,2,*, Bini S.2

    Chalcogenide Letters, Vol.23, No.3, 2026, DOI:10.32604/cl.2026.076854 - 03 April 2026

    Abstract The increasing depletion of fossil fuels and the escalation of global temperatures have intensified the need for sustainable energy sources such as solar power. Copper Zinc Sulphide (CuZnS) is a potential absorber for solar cells. This study reports the structure and composition of annealed CuZnS samples using X-ray Photoelectron Spectroscopy (XPS) analysis technique. CuZnS thin films prepared using low-cost chemical bath deposition (CBD) technique are annealed at 100°C, 200°C, and 300°C. The samples are analysed using Energy Dispersive X-ray Spectroscopy (EDX), X-ray Diffraction (XRD), Scanning Electron Microscopy (SEM), UV Visible NIR spectroscopy (UV-VIS) and Hall… More >

  • Open Access

    ARTICLE

    Active Learning-Driven Optimization of Sulfurization–Selenization Processes in Sb2(S,Se)3 Thin Films for Enhanced Photovoltaic Efficiency

    Yunpeng Wen1,*, Bingyang Ke2, Junrong Ding3

    Chalcogenide Letters, Vol.23, No.1, 2026, DOI:10.32604/cl.2026.076587 - 26 January 2026

    Abstract This study reports an active learning (AL)-guided strategy to optimize the sulfurization–selenization processing conditions of Sb2(S,Se)3 thin-film photovoltaic absorbers for enhanced power conversion efficiency (PCE). By coupling Gaussian process modeling with iterative experimental feedback, we explored 20 targeted annealing conditions across the full compositional spectrum (x = 0–1) and identified an optimal S/(S + Se) ratio of 0.40 (x = 0.60), which yielded a band gap (Eg) of ~1.34 eV, close to the theoretical Shockley–Queisser optimum. The optimized process employed a controlled two-step 420°C anneal with sequential H2Se→H2S exposure, which produced large plate-like grains (300–500 nm)… More >

  • Open Access

    ARTICLE

    Laser-Ablated CdS and Ag2O Nanomaterials for High-Sensitivity Photodetectors

    Hameed H. Ahmed1, Thaer A. Mezher2,*, Marwan R. Rashid3

    Chalcogenide Letters, Vol.22, No.12, pp. 1055-1066, 2025, DOI:10.15251/CL.2025.2212.1055 - 10 December 2025

    Abstract Laser ablation in liquids (LAL), a hygienic and effective method for creating high-purity nanomaterials, was used in this study to create cadmium sulfide (CdS) and silver oxide (Ag2O) nanoparticles. The sputtering process was used to deposit the produced nanomaterials on porous silicon (PSi) substrates, and a number of assays were used to examine the samples’ structural, optical, and electrical characteristics. The CdS sample had a hexagonal crystal structure, according to X-ray diffraction (XRD) data, whereas the AgO sample had a cubic structure. The diameters of the nanoparticles in the two samples ranged from 22.64 nm for… More >

  • Open Access

    ARTICLE

    Morphological study of bulk sample averse to thin films for a quaternary glassy alloy system

    P. Kaushika,*, A. Devib, H. Singha

    Chalcogenide Letters, Vol.22, No.3, pp. 197-204, 2025, DOI:10.15251/CL.2025.223.197

    Abstract The structural properties of bulk as well as thin films of nanostructured Bi1Te15Se84-x Pbx (0 ≤ x ≤ 8) glassy alloys has been studied in this paper. Conventional melt quenching method is employed to prepare the samples of Bi1Te15Se84-x Pbx (0 ≤ x ≤ 8) alloys. Thin films with thickness of approximately 158nm of the obtained bulk compositions were deposited on dry cleaned glass substrates by thermal evaporation technique. The structural characterization was carried out using XRD and SEM. Energy dispersive X-ray spectroscopy (EDX) indicates that samples are nearly stoichiometric. X-ray diffraction patterns indicate that they are More >

  • Open Access

    ARTICLE

    Effect of lead and zinc composition on the optical and structural characteristics of PbZnS thin films fabricated by spray pyrolysis

    S. Çelika,*, M. Temizb

    Chalcogenide Letters, Vol.22, No.1, pp. 89-96, 2025, DOI:10.15251/CL.2025.221.89

    Abstract In this study, PbZnS thin films with varying concentrations of lead (Pb) and zinc (Zn) were successfully produced using the spray pyrolysis method. The structural, optical and surface properties of the films were systematically investigated as a function of the Pb/Zn ratio. Xray diffraction (XRD) analysis confirmed the polycrystalline nature of the films, showing a cubic zinc blende structure with improved crystallinity as Pb content increased. Initially, with the increase in Pb concentration, larger crystallite sizes and decreased microstress were observed, but with the increase of Pb addition, the formation of secondary phases and the… More >

  • Open Access

    ARTICLE

    Sensing of nanostructured CdS thin films via several solution concentrations

    R. I. Jasima, E. H. Hadia, A. A. Mansourb, S. A. Husseinc, S. S. Chiada,*, N. F. Habubid, Y. H. Kadhime, M. Jadanf,g

    Chalcogenide Letters, Vol.22, No.1, pp. 43-55, 2025, DOI:10.15251/CL.2025.221.43

    Abstract Using chemical bath deposition (CBD) methods and various molarities, nanostructured CdS thin films were developed. XRD assured that these films were cubic polycrystalline, containing larger grains as the solution's concentration of cadmium ions increased. Dislocation density values dropped from 79.32 to 62.90 as a result, nevertheless. Also, the strain is lowered from 30.88 to 27.50. AFM results demonstrate that these films suffer a decrease in the value of average particle size, root mean square, and roughness with the molarity concentration. SEM images show CdS thin films at various molarities (0.10, 0.15, 0.20) M, indicating reduced More >

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