{"title":"Helical phosphorene nanoribbons: Electronic and magnetic properties","authors":"Rouhollah Farghadan","doi":"10.1016/j.jpcs.2025.112641","DOIUrl":"10.1016/j.jpcs.2025.112641","url":null,"abstract":"<div><div>This study systematically investigates the impact of mechanical deformation and edge structure on the electronic and magnetic properties of phosphorene nanoribbons (PNRs). By examining both armchair and zigzag edge configurations, as well as helicoidal and twisted PNRs, we assess changes in the energy gap, electron and hole effective masses, and magnetic behavior at zigzag edges using the tight-binding and mean-field Hubbard models. The geometry of a helical structure, characterized by its spiral pitch, plays a pivotal role in controlling the strain magnitude. Among the three analyzed nanoribbons — helicoidal armchair, twisted armchair, and twisted zigzag PNRs — nonmagnetic behavior predominantly occurs under helicene conditions. Interestingly, as the strain increases, the energy gap expands. In contrast, helicoidal zigzag PNRs exhibit striking spin-dependent behavior, with the energy gap showing distinct trends for majority and minority electrons. While the gap for one spin state remains unchanged, the other experiences a notable increase. Moreover, The effective mass exhibits a significant rise in armchair edges and varies markedly across spin states and carrier types for zigzag edges. These findings open new possibilities for engineering electronic and magnetic properties in PNRs through controlled mechanical deformation.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112641"},"PeriodicalIF":4.3,"publicationDate":"2025-02-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143528726","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"19F high-resolution NMR studies on cation distribution and F− dynamics in highly conductive BaF2–CaF2 composite prepared by thermal plasma processing","authors":"Miwa Murakami, Kazuyuki Sato, Kiyonori Takegoshi","doi":"10.1016/j.jpcs.2025.112653","DOIUrl":"10.1016/j.jpcs.2025.112653","url":null,"abstract":"<div><div>Mixing of immiscible BaF<sub>2</sub> and CaF<sub>2</sub> by mechanical milling or thermal plasma processing leads to a solid composite, whose ionic conductivity is much higher than those of BaF<sub>2</sub> and CaF<sub>2</sub>. Distribution of Ba and Ca cations in the BaF<sub>2</sub>–CaF<sub>2</sub> composite prepared by thermal plasma processing is examined by <sup>19</sup>F NMR. Analysis of signal intensities of <sup>19</sup>F high-resolution solid-state NMR shows that occupation ratios for the cations at four vertexes of a tetrahedron unit in a fluorite-type structure with one fluoride ion at its center are roughly given by binomial distribution. Further, <sup>19</sup>F–<sup>19</sup>F dipolar correlation experiment shows that spatial distribution of both cations is random in a length scale of ca. 2 nm or less. These show that homogeneous mixing of vaporized BaF<sub>2</sub> and CaF<sub>2</sub> in thermal plasma is maintained in solids obtained by rapid cooling and leads to random distribution of both cations. Rearrangement of local configuration of both cations in a length scale less than a few nm occurs well below the decomposition temperature, which relaxes local strain associated with homogeneous mixing of different cations and lowers ionic conductivity. It is further shown that the fluoride ions in Ba-rich local environment are less mobile as compared to those in Ca-rich. The ionic conductivity evaluated using the fluoride-ion exchange rate estimated from <sup>19</sup>F NMR spectra is consistent with the observed one, thus showing that exchange among the fluoride ions in different local environments is the fundamental step of the bulk ion conduction.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112653"},"PeriodicalIF":4.3,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143526585","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Vaibhav B. Sankpal , Umesh V. Shembade , Sandeep B. Wategaonkar , Tukaram D. Dongale , Annasaheb V. Moholkar , Mohammad Rafe Hatshan , Kulurumotlakatla Dasha Kumar , Rajkumar S. Pandav , Gopinath S. Khansole
{"title":"Tailoring nickel disulfide for energy applications: A hydrothermal approach to enhanced performance","authors":"Vaibhav B. Sankpal , Umesh V. Shembade , Sandeep B. Wategaonkar , Tukaram D. Dongale , Annasaheb V. Moholkar , Mohammad Rafe Hatshan , Kulurumotlakatla Dasha Kumar , Rajkumar S. Pandav , Gopinath S. Khansole","doi":"10.1016/j.jpcs.2025.112652","DOIUrl":"10.1016/j.jpcs.2025.112652","url":null,"abstract":"<div><div>This study focused on synthesizing the nickel disulfide (NiS<sub>2</sub>) with a non-uniform microflower morphology via hydrothermal synthesis for supercapacitor and water-splitting applications. X-ray diffraction, Fourier transform infrared and Raman spectroscopy, Scanning electron microscopy, and Transmission electron microscopy confirmed the crystal structure, presence of various functional groups, stretching/bending vibration present in the prepared NiS<sub>2</sub> material, and surface morphology and interatomic illustration of the NiS<sub>2</sub> materials. As a result, the prepared materials were utilized for the electrochemical and electrocatalytic measurements using flexible steel mesh as a working electrode in 1 M KOH via a three-electrode cell system. Using a flexible steel mesh electrode, the optimized NiS<sub>2</sub> electrode exhibited a specific capacitance of 630 F/g at 5 mA/cm<sup>2</sup> with 92 % retention after 5000 cycles. An assembled asymmetric supercapacitor device achieved energy and power densities of 13 Wh/kg and 900 W/kg, respectively, with good cycling stability. For water splitting, the same electrode showed a low overpotential of 140 mV, a Tafel slope of 73 mV/dec, and a high electrochemically active surface area (46.50 cm<sup>2</sup>). These results demonstrate the potential of NiS<sub>2</sub> for dual applications in sustainable energy storage and conversion.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112652"},"PeriodicalIF":4.3,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143551427","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Solvent-free mechanochemical synthesis of photocatalytically active nanocomposite based on binary and ternary sulfides of zinc and indium","authors":"Lyazzat Mussapyrova , Shuoping Ding , Nina Daneu , Róbert Džunda , Zdenka Lukáčová Bujňáková , Kairat Kenges , Maximilian Wohlgemuth , Erika Dutková , Imelda Octa Tampubolon , Halyna Bodnár Yankovych , Rashid Nadirov , Lars Borchardt , Norbert Steinfeldt , Matej Baláž","doi":"10.1016/j.jpcs.2025.112647","DOIUrl":"10.1016/j.jpcs.2025.112647","url":null,"abstract":"<div><div>A novel rapid solvent-free approach for the preparation of a nanocomposite containing the solid solution of zinc indium sulfide (ZIS), binary indium sulfide and a small amount of zinc sulfide is reported herein. In just 15 min of processing the elemental mixture of zinc, indium and sulfur in a planetary ball mill, a considerable amount of nanocrystalline ZIS, with an admixture of binary intermediates was obtained via mechanochemical synthesis (ZIS-15). The detailed investigation of lattice parameters via Rietveld refinement of the XRD data has shown the continuous shrinkage of unit cell upon incorporation of zinc into the lattice of indium sulfide, thus pointing to the formation of a solid solution. When milling was prolonged for a further 15 min (ZIS-30), the color changed from brown to orange and the amount of ZIS further increased, albeit it was not possible to completely transform binary intermediates into ZIS. The zeta potential values were documented to be −21.6 and −11.5 mV for ZIS-15 and ZIS-30, respectively, documenting different surface properties. The difference is most probably caused by the higher content of binary indium sulfide in ZIS-15. The obvious difference was evidenced also in the photocatalytic activity to decompose rhodamine B dye, which was 2.5 times higher in the case of ZIS-15, thus the presence of higher number of binary sulfides seems to be beneficial. ZIS-15 was capable of degrading also non-colored diclofenac sodium. Thus, the actual inability to achieve a complete conversion to ZIS in 30 min is used as a benefit to obtain a photocatalyst with better activity here. The proposed study also highlights a great suitability of solvent-free mechanochemical synthesis for the sustainable production of nanocrystalline semiconductor photocatalysts, as the calculated E-factor of 22.9 is much lower than when using traditional hydrothermal synthesis. This also accounts for the atom economy, as we are using only the reactants forming the product, whereas the classical chemistry uses salts.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112647"},"PeriodicalIF":4.3,"publicationDate":"2025-02-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143551915","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Photovoltaic potential of doped MgTiO3 (F, Br, I): prediction of optoelectronic and catalytic within ab initio approach","authors":"Abdellah Bouzaid , Younes Ziat , Hamza Belkhanchi","doi":"10.1016/j.jpcs.2025.112648","DOIUrl":"10.1016/j.jpcs.2025.112648","url":null,"abstract":"<div><div>This study investigates the structural, electronic, optical, and photocatalytic properties of the perovskite MgTiO<sub>3</sub>, for pure and doped with halogens F, Br, and I at x = 8.33 % and 16 % concentrations, using an ab initio FP-LAPW method within the DFT framework and employing the GGA-mBJ approximation. The results of structural optimization indicate that both compounds exhibit negative formation energies for pure and doped states, respectively, showing their thermodynamic stability, while doping MgTiO<sub>3</sub> at oxygen sites with Y (F, Br, and I) significantly decreases the band gap energy compared to pure MgTiO<sub>3</sub>, which has a band gap of 2.926 eV. Specifically, the band gaps for doped <span><math><mrow><msub><mrow><mi>M</mi><mi>g</mi></mrow><mn>4</mn></msub><msub><mrow><mi>T</mi><mi>i</mi></mrow><mn>4</mn></msub><msub><mi>O</mi><mrow><mo>(</mo><mrow><mn>12</mn><mo>−</mo><msub><mi>n</mi><mi>i</mi></msub></mrow><mo>)</mo></mrow></msub><msub><mi>Y</mi><mrow><mi>n</mi><mi>i</mi></mrow></msub></mrow></math></span> where Y<img>F, Br, and I decrease as follows: at x = 8.33 %, the gaps are 2.61, 1.91, and 1.28 eV; at x = 16 %, they are approximately 2.82, 1.85, and 1.53 eV, respectively. This reduction results from introducing additional energy levels just below the conduction band, narrowing the band gap, and raising the Fermi level. Consequently, the material transitions into an n-type semiconductor. Additionally, doping <span><math><mrow><msub><mrow><mi>M</mi><mi>g</mi></mrow><mn>4</mn></msub><msub><mrow><mi>T</mi><mi>i</mi></mrow><mn>4</mn></msub><msub><mi>O</mi><mn>10</mn></msub><msub><mi>Y</mi><mn>2</mn></msub></mrow></math></span> (Y<img>Br, I) at x = 16 % reduces the bandgap, which enhances absorption and optical conductivity in the visible range, thus increasing the photocatalytic activity of the materials for hydrogen production. Our results indicate that Br and I doping at this level improves MgTiO<sub>3</sub> performance in photocatalytic water splitting for hydrogen generation. Furthermore, regarding the impact on photocatalytic activity related to the redox zones (H<sup>+</sup>/H<sub>2</sub> and O<sub>2</sub>/H<sub>2</sub>O at pH = 7), <span><math><mrow><msub><mrow><mi>M</mi><mi>g</mi></mrow><mn>4</mn></msub><msub><mrow><mi>T</mi><mi>i</mi></mrow><mn>4</mn></msub><msub><mi>O</mi><mn>10</mn></msub><msub><mrow><mi>B</mi><mi>r</mi></mrow><mn>2</mn></msub></mrow></math></span> and <span><math><mrow><msub><mrow><mi>M</mi><mi>g</mi></mrow><mn>4</mn></msub><msub><mrow><mi>T</mi><mi>i</mi></mrow><mn>4</mn></msub><msub><mi>O</mi><mn>10</mn></msub><msub><mi>I</mi><mn>2</mn></msub></mrow></math></span> are optimally positioned within the redox potential range. These materials exhibit differences in the intensities of the redox couples, with increased activity observed in the O<sub>2</sub>/H<sub>2</sub>O redox zone. This theoretical foundation underscores the potential of halogen-doped MgTiO<sub>3</sub> as an efficient","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112648"},"PeriodicalIF":4.3,"publicationDate":"2025-02-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143478732","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
M. Shakil , Farah Naz , Saman Yasin , Arslan Ali , M. Muddassir , S.S.A. Gillani , I. Hussain , N. Bano
{"title":"Computational investigation of newly proposed double halide perovskites Cs2GaBiX6 (X = Cl, Br and I) with enhanced optoelectronic properties for green energy harvesting and photocatalytic applications","authors":"M. Shakil , Farah Naz , Saman Yasin , Arslan Ali , M. Muddassir , S.S.A. Gillani , I. Hussain , N. Bano","doi":"10.1016/j.jpcs.2025.112638","DOIUrl":"10.1016/j.jpcs.2025.112638","url":null,"abstract":"<div><div>Double perovskites are considered very suitable candidates for opto-electronic and photovoltaic applications due to their stable crystal structures and tunable band gap required for solar energy harvesting. Therefore, in this work double perovskites Cs<sub>2</sub>GaBiX<sub>6</sub> (X = Cl, Br and I) are investigated using DFT approach. Initially stable structural parameters are found through geometry optimization process using generalized gradient approximation (GGA) with Perdew–Burke–Ernzerhof (PBE) exchange correlational functional. Using stable structures, electronic behavior is analyzed through density of states (DOS) and energy band gaps calculated by both GGA-PBE and Heyd-Scuseria-Ernzerhof (HSE06) hybrid functional. The calculated band gaps are found to be increased when calculated by hybrid functional HSE06 as compared to the band gaps calculated by GGA-PBE method. Afterwards, optical parameters like absorption coefficient, loss function, optical conductivity, reflectivity, dielectric function and refractive index of these compounds are determined and analyzed. Mechanical stability of these considered compounds have been evaluated from elastic constants, bulk modulus, Young's modulus, shear modulus, Poisson's ratio, Pugh's ratio and anisotropy indexes parameters. Thermodynamic parameters like Debye temperature, longitudinal and transverse velocity, thermal conductivity, melting temperature, Grüneisen parameters, thermal expansion is also determined and explained to evaluate the thermal behavior of the materials. Furthermore, the photocatalytic behavior is also characterized to determine their feasibility for water splitting and other photocatalysis processes. The obtained results of electronic, optical, mechanical, thermodynamic and photocatalytic behavior revealed that these materials are very suitable candidates for opto-electronic, energy harvesting and photocatalysis applications.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112638"},"PeriodicalIF":4.3,"publicationDate":"2025-02-20","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143488936","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Saswati Sarkar , Aditi Sadhu , Deep Mondal, Debnarayan Jana
{"title":"Functionalized graphene quantum dots with distinctive solvent-driven emission and enhanced carbon monoxide sensing: A DFT study","authors":"Saswati Sarkar , Aditi Sadhu , Deep Mondal, Debnarayan Jana","doi":"10.1016/j.jpcs.2025.112629","DOIUrl":"10.1016/j.jpcs.2025.112629","url":null,"abstract":"<div><div>The widespread efficacy of graphene in nanotechnology has allowed researchers over the years to merge its unique features with quantum confinement effects to unlock newer possibilities in multiple domains. In this work, we have tailored a two-dimensional graphene sheet to 8 distinctive achiral quantum dots and systematically explored their tunable electro-optical responses through surface functionalization with consequent applicability in gas sensing. Emergent traces of spin-splitting in shape-dependent zigzag edges highlight the possibility of metal-free magnetic behavior of graphene in ambient conditions. Absorption and fluorescence spectra have been critically explored with a diverse range of oscillator strengths in the presence of water as a solvent (TD-DFT/CAM-B3LYP/PCM model) revealing the underlying alluring optical signatures. The introduced charge anisotropy through doping of III-V group elements caters to significant dipole moments that attract health-hazardous polar gas molecules like carbon monoxide (CO) with strengthened sensitivity.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112629"},"PeriodicalIF":4.3,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143464040","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Małgorzata Rutkowska , Wiktoria Dubiel , Andrzej Kowalczyk , Aleksandra Jankowska , Zofia Piwowarska , Krzysztof Maćkosz , Jakub Kawałko , Barbara Gil , Lucjan Chmielarz
{"title":"Optimisation of the synthesis of spherical ZSM-5 for the dehydration of methanol to dimethyl ether","authors":"Małgorzata Rutkowska , Wiktoria Dubiel , Andrzej Kowalczyk , Aleksandra Jankowska , Zofia Piwowarska , Krzysztof Maćkosz , Jakub Kawałko , Barbara Gil , Lucjan Chmielarz","doi":"10.1016/j.jpcs.2025.112645","DOIUrl":"10.1016/j.jpcs.2025.112645","url":null,"abstract":"<div><div>In the presented work, spherical zeolite ZSM-5 was tested as a catalyst for the synthesis of a biofuel, dimethyl ether (DME) from methanol. Conventional zeolites with strong acid sites are very active in this reaction but are rapidly deactivated by coke deposits. To overcome this problem, spherical, hierarchical ZSM-5 was synthesised using mesoporous silica spheres (MSS) as a 'reactive' template, providing the source of silica templating the final morphology of the catalyst. A series of samples, subjected to hydrothermal treatment for 7–15 days, was prepared. At the beginning of the synthesis gel ageing, the MSS surface dissolute under basic conditions and, over time, crystallisation of ZSM-5 zeolite was observed on a spherical matrix. Prolonged crystallisation led to the complete ‘consumption’ of MSS and the formation of fully developed zeolite crystals. A 12-day hydrothermal treatment was found to be optimal to obtain a catalyst with very good characteristics of ZSM-5 zeolite (verified by X-ray diffraction and N<sub>2</sub>-sorption) and a spherical grain shape (SEM microscopy). The activity of the samples was compared to the conventional commercially available ZSM-5 zeolite. The spherical shape of the zeolite grains was found to have a positive effect on catalytic activity. The spherical MSS@ZSM-5_12d sample was more stable in the long-term catalytic test compared to the commercial ZSM-5 (a methanol conversion of about 90 % remained unchanged for about 15 h). Furthermore, in conventional ZSM-5, a higher amount of coke deposit was detected after the stability test (8.9 %, vs 7.2 % for the spherical sample, TG analysis, FT-IR spectroscopy).</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112645"},"PeriodicalIF":4.3,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143464041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Tianci Liu , Xiaoxin Ge , Feida Chen , Yanxin Jiang , Hai Huang
{"title":"An experimental study on corrosion resistance of Ti35 alloy and its high-fluence hydrogen bombardment behavior","authors":"Tianci Liu , Xiaoxin Ge , Feida Chen , Yanxin Jiang , Hai Huang","doi":"10.1016/j.jpcs.2025.112646","DOIUrl":"10.1016/j.jpcs.2025.112646","url":null,"abstract":"<div><div>Ti35 alloy (Ti-6wt.%Ta) shows great potential for nuclear applications due to its excellent performance. However, the effects of corrosion and irradiation on the alloy are not fully understood. This study explores how residual stress and fluoride (0−10.0 mmol L<sup>−1</sup>) impact electrochemical corrosion and the microstructure changes from high-fluence hydrogen irradiation (1.8–7.2 × 10<sup>25</sup> ions·cm<sup>−2</sup>). Findings indicate that the presence of tantalum facilitates the formation of the protective Ta<sub>2</sub>O<sub>5</sub> layer and then improves the alloy's corrosion resistance. Cold rolling and annealing enhance Ti35's corrosion resistance by increasing the homogeneity of phase compositions and reducing residual stresses. However, increased fluoride in HNO<sub>3</sub> forms hydrofluoric acid, which dissolves the oxide layer and decreases corrosion resistance, as quantified by increasing the corrosion rate from 0.0446 to 1.5178 mm·a<sup>−1</sup>. Despite this, the alloy maintains a passivated state with a balance between dissolution and reformulation of the passivation layer. Hydrogen ion implantation at 1000 K leads to the formation of phases such as TiH<sub>0.71</sub>, H<sub>2</sub>, and TiH<sub>2</sub>, and higher implantation fluences reveal more exposed grain boundaries and increased surface dehydrogenation. These insights are crucial for understanding Ti35's stress corrosion behavior and irradiation damage in nuclear facilities.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112646"},"PeriodicalIF":4.3,"publicationDate":"2025-02-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143453067","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Performance enhancement of CHTS-based solar cells using machine learning optimization techniques","authors":"Neelima Singh , Bhaswata Kaushik , Mohit Agarwal","doi":"10.1016/j.jpcs.2025.112642","DOIUrl":"10.1016/j.jpcs.2025.112642","url":null,"abstract":"<div><div>In the era of photovoltaics, metal chalcogenides exhibit promising photovoltaic performance owing to their optimal bandgap of 1 eV–1.5 eV. The current study focuses on the numerical simulation of the Cu<sub>2</sub>HgSnS<sub>4</sub> (CHTS) based solar cell, with the initial device structure demonstrating a power conversion efficiency (PCE) of 21.16 %. Furthermore, various Machine Learning (ML) models are utilized to optimize the CHTS-based solar cell. Using ML techniques, accurate PCE predictions are made, which help simplify computation and improve the accuracy of the proposed model. Through the SCAPS-1D simulator, 729 datapoints are generated by varying the charge transport layers, absorber layer thickness (0.200 μm to 1.1 μm), defect density (1 × 10<sup>14</sup> cm<sup>−3</sup> to 1 × 10<sup>22</sup> cm<sup>−3</sup>), and acceptor density (1 × 10<sup>12</sup> cm<sup>−3</sup> to 1 × 10<sup>20</sup> cm<sup>−3</sup>). The boosting ML technique XGBoost is used for optimization, yielding the highest photovoltaic (PV) performance and improved accuracy. After identifying the best-suited model, the mean squared deviation and performance metrics such as MSE, R<sup>2</sup>, and CVS are calculated across 10 iterations, achieving the lowest mean squared error (MSE) of 0.036 ± 0.028 compared to other ML techniques. The optimized PV performance is obtained with V<sub>OC</sub>: 1.15 V, J<sub>SC</sub>: 33.53 mA/cm<sup>2</sup>, FF: 83.80 % and ƞ = 31.68 %, which is considered as a remarkable improvement in the PV industry. These predictions aligned closely with experimental benchmarks, validating the model's reliability for CHTS solar cell optimization. The proposed research provides new and significant insights for developing the CHTS-based solar cells.</div></div>","PeriodicalId":16811,"journal":{"name":"Journal of Physics and Chemistry of Solids","volume":"201 ","pages":"Article 112642"},"PeriodicalIF":4.3,"publicationDate":"2025-02-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143464042","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":3,"RegionCategory":"材料科学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}