Research graph
References from Machine learning–enhanced SCAPS optimization of 28.38%-efficient bifacial triple-cation perovskite solar cells for building integration. Local targets link to admitted publications; unresolved targets remain external evidence.
Energy level engineering of charge selective contact and halide perovskite by modulating band offset: mechanistic insights
10.1016/j.jechem.2020.06.030 · 2021 · External reference
Unresolved reference
2025 · External reference
Towards bifacial silicon heterojunction solar cells with reduced TCO use
10.1002/pip.3550 · 2022 · External reference
Design of CsSnBr3 /Ga2O3 hybrid photodetectors for high UV selectivity and bifacial usage
10.1002/adts.202501163 · 2025 · External reference
Room-temperature sputtered tungsten-doped indium oxide for improved current in silicon heterojunction solar cells
10.1016/j.solmat.2021.111082 · 2021 · External reference
Achieving significant improvements in efficiency of CsSnI3-based solar cells through interfacial engineering design modifications using SCAPS 1D and DFT simulation
10.1007/s11082-025-08154-8 · 2025 · External reference
Physical properties of an efficient MAPbBr3/GaAs hybrid heterostructure for visible/near-infrared detectors
10.3390/nano14181472 · 2024 · External reference
Highly efficient cesium-based halide perovskite solar cell using SCAPS-1D software: theoretical study
10.1007/s12596-022-00946-5 · 2023 · External reference
Investigating the performance of lead-free perovskite solar cells using various hole transport material by numerical simulation
10.1007/s42341-022-00412-w · 2023 · External reference
Theoretical study of a lead-free perovskite solar cell using ZnSe as ETL and PTAA as HTL
2023 · External reference
Enhanced sensitivity of photodetectors with ZnSe as electron transport layer and cz-pyr as hole transport layer
10.1016/j.jpcs.2025.112712 · 2025 · External reference
10.1016/b978-0-12-812817-6.00040-1
10.1016/b978-0-12-812817-6.00040-1 · External reference
Preventing lead leakage in perovskite solar cells with a sustainable titanium dioxide sponge
10.1038/s41893-023-01120-w · 2023 · External reference
Highly efficient bifacial single-junction perovskite solar cells
10.1016/j.joule.2023.06.001 · 2023 · External reference
Mg doped CuCrO2 as efficient hole transport layers for organic and perovskite solar cells
2019 · External reference
Bifacial carbodithioate-lead chelating for efficient and robust inverted perovskite solar cells
10.1126/sciadv.adz2113 · 2026 · External reference
Bifacial, color-tunable semitransparent perovskite solar cells for building-integrated photovoltaics
10.1021/acsami.9b15488 · 2020 · External reference
Regulating bifacial surface potential of perovskite film enables efficient perovskite solar cells universal for different charge transport layers
2025 · External reference
Enhancing perovskite solar cell performance through PbI2 in situ passivation using a one-step process: experimental insights and simulations
10.1039/d4ra06193d · 2024 · External reference
Solvent-mediated crystallization and defect passivation mechanisms in ambient-air MAPbI 3 films: a combined experimental and simulation study
10.1039/d5ra03835a · 2025 · External reference
Free exciton and bound excitons on Pb and I vacancies and O and I substituting defects in PbI2: photoluminescence and DFT calculations
10.1016/j.apsusc.2023.157128 · 2023 · External reference
CuSCN as hole transport material with 3D/2D perovskite solar cells
10.1021/acsaem.9b01692 · 2020 · External reference
Dimensional mixing increases the efficiency of 2D/3D perovskite solar cells
10.1021/acs.jpclett.0c01444 · 2020 · External reference
Boosting efficiency in flexible perovskite solar cells with novel HTLs and ETLs: a drift-diffusion numerical study of CBz-PAI interlayers and MXene back contacts
2025 · External reference
The impact of CBz-PAI interlayer in various HTL-based flexible perovskite solar cells: a drift-diffusion numerical study
10.1016/j.heliyon.2024.e31138 · 2024 · External reference
Effect of 2D perovskite layer and multivalent defect on the performance of 3D/2D bilayered perovskite solar cells through computational simulation studies
10.1016/j.solener.2021.05.042 · 2021 · External reference
Drastic influence of substituent position on orientation of 2D layers enables efficient and stable 3D/2D perovskite solar cells
10.1016/j.xcrp.2023.101380 · 2023 · External reference
Unresolved reference
2010 · External reference
Photoelectric performance of environmentally benign Cs2TiBr6-based perovskite solar cell using spinel NiCo2O4 as HTL
10.1016/j.ijleo.2022.170232 · 2023 · External reference
Unresolved reference
External reference
Deposition time-dependent electrochemical evolution of p-type Cu 2 O thin films: probing Cu 2+ ion diffusion, nucleation kinetics, electrochemical impedance, and photo-response
10.1149/1945-7111/ade5d0 · 2025 · External reference
Performance improvement of perovskite/CIGS tandem solar cell using barium stannate charge transport layer and achieving PCE of 39% numerically
10.1016/j.solener.2023.112218 · 2024 · External reference
Understanding and unveiling the role of chlorine potassium concentration in electrochemical nucleation, growth, and properties of p-type Cu 2 O thin films
10.1149/1945-7111/add0ea · 2025 · External reference
Performance enhancement of eco-friendly Cs3Sb2I9-based perovskite solar cell employing Nb2O5 and CuI as efficient charge transport layers
2023 · External reference
Recent progress in bifacial perovskite solar cells
10.1007/s00339-022-06337-8 · 2023 · External reference
Probing the role of silver and gold based double perovskite halide oxides for optoelectronic and photocatalytic applications
10.1016/j.mssp.2025.109367 · 2025 · External reference
Theoretical analysis on effect of band offsets in perovskite solar cells
10.1016/j.solmat.2014.10.036 · 2015 · External reference
Lead-free, formamidinium germanium-antimony halide (FA4GeSbCl12) double perovskite solar cells: the effects of band offsets
10.1039/d3ra03102k · 2023 · External reference
Enhancing inverted perovskite solar cells : the role of o-OMe-PEAI interlayer in performance with MXene as alternative front contacts
10.1016/j.inoche.2025.114096 · 2025 · External reference
Bifacial perovskite solar cells with >21 % efficiency: computational insights into novel HTLs materials and architectures
10.1016/j.solener.2024.113083 · 2024 · External reference
Cu2ZnSnSe4 thin-film solar cells by thermal co-evaporation with 11.6% efficiency and improved minority carrier diffusion length
10.1002/aenm.201401372 · 2015 · External reference
Unresolved reference
2018 · External reference
Numerical simulation of nitrogen-doped titanium dioxide as an inorganic hole transport layer in mixed halide perovskite structures using SCAPS 1-D
2023 · External reference
Computational probing of tin-based lead-free perovskite solar cells : effects of absorber parameters and various
10.3390/ma15217859 · 2022 · External reference
Comparative study of solar cells based on triple and graded absorber layers with the compound CsSn1-xGexI3: numerical study and optimization
10.1016/j.jpcs.2025.112561 · 2025 · External reference
Efficiency of TiO2/peroviskites/Cu2O solar cells with optimal thickness at varying of environment temperature
10.1088/1757-899x/928/7/072044 · 2020 · External reference
High-performance optimization and analysis of Cs₂CuSbCl₆-based lead-free double perovskite solar cells with theoretical efficiency exceeding 27 %
10.1016/j.renene.2024.122092 · 2025 · External reference
Evaluating CZTS solar cell performance based on generation and recombination models for possible ETLs through numerical analysis
10.1007/s11664-024-10930-3 · 2024 · External reference
A comprehensive guide to bifacial perovskite solar cells: simulation and optimization
10.1002/adts.202300633 · 2024 · External reference
Highly efficient lead-free silver bismuth iodide (Ag3BiI6) rudorffite solar cells with novel device architecture: a numerical study
2024 · External reference
Investigation of bandgap grading on performances of perovskite solar cell using SCAPS-1D and impedance spectroscopy
2024 · External reference
A study on utilizing different metals as the back contact of CH3NH3PbI3 perovskite solar cells
10.1039/c6ta05938d · 2016 · External reference
Unresolved reference
External reference
Detailed balance limit of efficiency of p-n junction solar cells
10.1063/1.1736034 · 1961 · External reference
Unveiling degradation patterns in dye-sensitized solar cells: a machine learning perspective
10.1038/s41598-025-05536-6 · 2025 · External reference
A comprehensive analysis on novel lead-free vacancy ordered K2NiCl6 based perovskite solar cell using DFT, SCAPS-1D simulation and machine learning
10.1007/s44291-026-00199-7 · 2026 · External reference
Predicting perovskite bandgap and solar cell performance with machine learning
10.1002/solr.202100927 · 2022 · External reference
Revealing InPbBr 3 Perovskite’s potential: a DFT, SCAPS and machine learning-based study for next-generation solar cells
2025 · External reference
Comparative convolutional neural networks for perovskite solar cell PCE predictions
10.1038/s41524-025-01744-w · 2025 · External reference
A comprehensive guide to bifacial perovskite solar cells: simulation and optimization
10.1002/adts.202300633 · ExternalCitation · doi-reference
Design of CsSnBr3 /Ga2O3 hybrid photodetectors for high UV selectivity and bifacial usage
10.1002/adts.202501163 · ExternalCitation · doi-reference
Cu2ZnSnSe4 thin-film solar cells by thermal co-evaporation with 11.6% efficiency and improved minority carrier diffusion length
10.1002/aenm.201401372 · ExternalCitation · doi-reference
Towards bifacial silicon heterojunction solar cells with reduced TCO use
10.1002/pip.3550 · ExternalCitation · doi-reference
Predicting perovskite bandgap and solar cell performance with machine learning
10.1002/solr.202100927 · ExternalCitation · doi-reference
Recent progress in bifacial perovskite solar cells
10.1007/s00339-022-06337-8 · ExternalCitation · doi-reference
Achieving significant improvements in efficiency of CsSnI3-based solar cells through interfacial engineering design modifications using SCAPS 1D and DFT simulation
10.1007/s11082-025-08154-8 · ExternalCitation · doi-reference
Evaluating CZTS solar cell performance based on generation and recombination models for possible ETLs through numerical analysis
10.1007/s11664-024-10930-3 · ExternalCitation · doi-reference
Highly efficient cesium-based halide perovskite solar cell using SCAPS-1D software: theoretical study
10.1007/s12596-022-00946-5 · ExternalCitation · doi-reference
Investigating the performance of lead-free perovskite solar cells using various hole transport material by numerical simulation
10.1007/s42341-022-00412-w · ExternalCitation · doi-reference
A comprehensive analysis on novel lead-free vacancy ordered K2NiCl6 based perovskite solar cell using DFT, SCAPS-1D simulation and machine learning
10.1007/s44291-026-00199-7 · ExternalCitation · doi-reference
10.1016/b978-0-12-812817-6.00040-1
10.1016/b978-0-12-812817-6.00040-1 · ExternalCitation · doi-reference
Free exciton and bound excitons on Pb and I vacancies and O and I substituting defects in PbI2: photoluminescence and DFT calculations
10.1016/j.apsusc.2023.157128 · ExternalCitation · doi-reference
The impact of CBz-PAI interlayer in various HTL-based flexible perovskite solar cells: a drift-diffusion numerical study
10.1016/j.heliyon.2024.e31138 · ExternalCitation · doi-reference
Photoelectric performance of environmentally benign Cs2TiBr6-based perovskite solar cell using spinel NiCo2O4 as HTL
10.1016/j.ijleo.2022.170232 · ExternalCitation · doi-reference
Enhancing inverted perovskite solar cells : the role of o-OMe-PEAI interlayer in performance with MXene as alternative front contacts
10.1016/j.inoche.2025.114096 · ExternalCitation · doi-reference
Energy level engineering of charge selective contact and halide perovskite by modulating band offset: mechanistic insights
10.1016/j.jechem.2020.06.030 · ExternalCitation · doi-reference
Highly efficient bifacial single-junction perovskite solar cells
10.1016/j.joule.2023.06.001 · ExternalCitation · doi-reference
Comparative study of solar cells based on triple and graded absorber layers with the compound CsSn1-xGexI3: numerical study and optimization
10.1016/j.jpcs.2025.112561 · ExternalCitation · doi-reference
Enhanced sensitivity of photodetectors with ZnSe as electron transport layer and cz-pyr as hole transport layer
10.1016/j.jpcs.2025.112712 · ExternalCitation · doi-reference
Probing the role of silver and gold based double perovskite halide oxides for optoelectronic and photocatalytic applications
10.1016/j.mssp.2025.109367 · ExternalCitation · doi-reference
High-performance optimization and analysis of Cs₂CuSbCl₆-based lead-free double perovskite solar cells with theoretical efficiency exceeding 27 %
10.1016/j.renene.2024.122092 · ExternalCitation · doi-reference
Effect of 2D perovskite layer and multivalent defect on the performance of 3D/2D bilayered perovskite solar cells through computational simulation studies
10.1016/j.solener.2021.05.042 · ExternalCitation · doi-reference
Performance improvement of perovskite/CIGS tandem solar cell using barium stannate charge transport layer and achieving PCE of 39% numerically
10.1016/j.solener.2023.112218 · ExternalCitation · doi-reference
Bifacial perovskite solar cells with >21 % efficiency: computational insights into novel HTLs materials and architectures
10.1016/j.solener.2024.113083 · ExternalCitation · doi-reference
Theoretical analysis on effect of band offsets in perovskite solar cells
10.1016/j.solmat.2014.10.036 · ExternalCitation · doi-reference
Room-temperature sputtered tungsten-doped indium oxide for improved current in silicon heterojunction solar cells
10.1016/j.solmat.2021.111082 · ExternalCitation · doi-reference
Drastic influence of substituent position on orientation of 2D layers enables efficient and stable 3D/2D perovskite solar cells
10.1016/j.xcrp.2023.101380 · ExternalCitation · doi-reference
Dimensional mixing increases the efficiency of 2D/3D perovskite solar cells
10.1021/acs.jpclett.0c01444 · ExternalCitation · doi-reference
CuSCN as hole transport material with 3D/2D perovskite solar cells
10.1021/acsaem.9b01692 · ExternalCitation · doi-reference
Bifacial, color-tunable semitransparent perovskite solar cells for building-integrated photovoltaics
10.1021/acsami.9b15488 · ExternalCitation · doi-reference
Comparative convolutional neural networks for perovskite solar cell PCE predictions
10.1038/s41524-025-01744-w · ExternalCitation · doi-reference
Unveiling degradation patterns in dye-sensitized solar cells: a machine learning perspective
10.1038/s41598-025-05536-6 · ExternalCitation · doi-reference
Preventing lead leakage in perovskite solar cells with a sustainable titanium dioxide sponge
10.1038/s41893-023-01120-w · ExternalCitation · doi-reference
A study on utilizing different metals as the back contact of CH3NH3PbI3 perovskite solar cells
10.1039/c6ta05938d · ExternalCitation · doi-reference
Lead-free, formamidinium germanium-antimony halide (FA4GeSbCl12) double perovskite solar cells: the effects of band offsets
10.1039/d3ra03102k · ExternalCitation · doi-reference
Enhancing perovskite solar cell performance through PbI2 in situ passivation using a one-step process: experimental insights and simulations
10.1039/d4ra06193d · ExternalCitation · doi-reference
Solvent-mediated crystallization and defect passivation mechanisms in ambient-air MAPbI 3 films: a combined experimental and simulation study
10.1039/d5ra03835a · ExternalCitation · doi-reference
Detailed balance limit of efficiency of p-n junction solar cells
10.1063/1.1736034 · ExternalCitation · doi-reference
Efficiency of TiO2/peroviskites/Cu2O solar cells with optimal thickness at varying of environment temperature
10.1088/1757-899x/928/7/072044 · ExternalCitation · doi-reference
Bifacial carbodithioate-lead chelating for efficient and robust inverted perovskite solar cells
10.1126/sciadv.adz2113 · ExternalCitation · doi-reference
Understanding and unveiling the role of chlorine potassium concentration in electrochemical nucleation, growth, and properties of p-type Cu 2 O thin films
10.1149/1945-7111/add0ea · ExternalCitation · doi-reference
Deposition time-dependent electrochemical evolution of p-type Cu 2 O thin films: probing Cu 2+ ion diffusion, nucleation kinetics, electrochemical impedance, and photo-response
10.1149/1945-7111/ade5d0 · ExternalCitation · doi-reference
Computational probing of tin-based lead-free perovskite solar cells : effects of absorber parameters and various
10.3390/ma15217859 · ExternalCitation · doi-reference
Physical properties of an efficient MAPbBr3/GaAs hybrid heterostructure for visible/near-infrared detectors
10.3390/nano14181472 · ExternalCitation · doi-reference
