Next-generation dual absorber solar cell design with Ca3AsI3 and Sr3PBr3 perovskites and MoO3 HTL achieves superior efficiency above 29%

Sahjahan Islam, Jannati Islam Chy, Dipika Das Ria, Abu Bakkar, Md. Faruk Hossain, Ahmad Irfan, Aijaz Rasool Chaudhry and Md. Ferdous Rahman

Energy Adv., 2025, 4, 1383
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Performance optimization and machine learning-guided parameter sensitivity analysis of lead-free KGeCl3 perovskite solar cells

Tanzir Ahamed, Md. Mehedi Hasan Bappy, Mohammad Rahimul Islam, Md. Shihab Uddin, Md. Arafat Hossain and Tanvir Ahammed

RSC Adv., 2026, 16, 8985
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Numerical modeling to enhance the efficiency of experimentally fabricated Sb2Se3-based solar cell

Towhid Adnan Chowdhury

RSC Adv., 2026, 16, 2873
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Investigating the impact of non-ideal conditions on the performance of an RbGeI3 perovskite solar cell through a combination of SCAPS-1D, machine learning and deep learning approaches

Tanvir Mahtab Khan, Md. Atik Shams, Most. Marzia Khatun, Tahmid Ahamed, Manjuara Akter, Shajedul Hasan Arman, Mirza Md. Shakil, Hafiz Al Asad and Sheikh Rashel Al Ahmed

Mater. Adv., 2026
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Improvement and optimization of lead-free and eco-friendly InGeCl3 based perovskite solar cells: From first principal calculation to SCAPS-1D simulation

T. Garmim, N. Benaissa, L. Soussi, O. Zahot, L. Nait Ouzal, Z. El Jouad, A. El Bachiri, A. Louardi and M. Monkade

Solid State Communications, 2026, 409, 116314
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Controlling the Optoelectronics of Poly(3-hexylthiophene-2,5-diyl) Dendritic Star Copolymers on a Polypropylenimine Core as Donor Materials for Organic Solar Cells

Morongwa E. Ramoroka, Meleskow Cox, Gwibakazi A. Feleni, Luyanda Mabuza, Beshara S. Isaacs, Rhiyaad Mohamed, Ruidong Xia, Xinwen Peng and Emmanuel I. Iwuoha

ACS Omega, 2026
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First-principles investigation coupled with large-scale HTL/ETL screening to scrutinize performance landscapes in K2SnBr6 double perovskite solar cells

Ghulam M. Mustafa, Sadaf Saba, Sikandar Aftab, Abdullah A. Al-Kahtani, Ganesh Koyyada and Jae Hong Kim

Energy, 2025, 338, 138751
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A Numerical Study on PV Performance of the Modeled Solar Cell Based on Y-doped CuO Thin Film Produced by Spin Coating

Şilan Baturay, Serap Yiğit Gezgin, Canan Aytuğ Ava and Hamdi Şükür Kiliç

J. Electron. Mater., 2025, 54, 8696
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A numerical approach of HTL-free FA0.75Cs0·25SnI3/KSnI3 based heterojunction perovskite solar cell with various ETLs and HTLs using SCAPS-1D

P. Bhuvaneswari and P. Sriramalakshmi

Journal of Physics and Chemistry of Solids, 2026, 209, 113245
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In-Silico Design and Optimization of p-BaSi₂/n-Bi₂S₃ Heterojunction for Enhanced Photovoltaic Performance

Saksham Mathur

Int J Sci Res Sci Eng Technol, 2024, 11, 293
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Optimization of Lead‐Free Perovskite Solar Cell Architecture Using Machine Learning and Numerical Simulations

Md. Arifur Rahman and Mohammad Jahangir Alam

Advcd Theory and Sims, 2026, 9
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Hybrid advanced computational modeling of RbGeX3 solar cells with NZO/GO charge transport layers

Ghazi Aman Nowsherwan, Umar Farooq Ali, Saira Riaz and Shahzad Naseem

Solar Energy, 2025, 302, 114024
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CuAgBeGeSe4/c-Si monolithic tandem solar cell with high open-circuit voltage (>1.9 eV) and efficiency (>32 %): A numerical study

Hanming Zhu, Xiangjiang Xiao, Decong Li and Yingkai Liu

Materials Science and Engineering: B, 2025, 315, 118106
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Performance analysis of CuInSe2-based thin-film solar cells with different electron transport and hole transport materials by SCAPS-1D

Sheikh Rashel Al Ahmed, Keya Alom and Md. Al Amin

Inorganic Chemistry Communications, 2026, 183, 115728
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Optimizing Charge Transport Layers to Enhance the Performance of Lead-Free RbGeI3 Perovskite Solar Cells: A Comprehensive Analysis of ETL and HTL Engineering

Md. Selim Reza, Avijit Ghosh, Hala A. Ibrahium, Md Baharul Islam, Mehedi Hasan Apu, Md. Shamim Reza, Muhammad Ihsan Ibn Rahim and Mst. Mohona Akter

Langmuir, 2025, 41, 7865
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Improving the performance of AgCdF3-based perovskite solar cells using machine learning-driven adjustment of active layer and charge transport materials with SCAPS-1D

Avijit Ghosh, Al Shahriar Zishan, Mahbuba Moumita, Yedluri Anil Kumar, Anup Kumar Roy, Siful Islam, Shahan Ahmed, Hasanur Zaman Anonto, Asma Tabassum Happy, Md Shameem Ahsan, H.A. Alrafai and Abeer A. Hassan

Inorganic Chemistry Communications, 2025, 179, 114829
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Theoretical investigation of ultra-stable, Sn and Ge based all perovskite tandem solar cell using simulation framework

Arya Narayanan, Babban Kumar Ravidas, Srishti and Dip Prakash Samajdar

Materials Science and Engineering: B, 2026, 324, 118926
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Numerical modeling and performance analysis of rubidium-based double perovskite solar cells: A comprehensive study

Ubaid Ur Rehman, Kashaf Ul Sahar, Qian Wang, Md Ferdous Rahman, Ejaz Hussain and Chun-Ming Wang

Journal of Physics and Chemistry of Solids, 2025, 205, 112797
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Enhancing photovoltaic efficiency in Half-Tandem MAPbI3/ MASnI3 Perovskite solar cells with triple core-shell plasmonic nanoparticles

Saeed Baghaee Ivriq, Mohammad Hossein Mohammadi and Rasmus Schmidt Davidsen

Sci Rep, 2025, 15
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Impact of Ce–ZnO:B ETL on enhancing the efficiency of double absorber material based CsFASnBrI3/MAFASnBrI3 perovskite solar cell

Poonam Suraj Gham, Alisha Priya and Raushan Kumar

Journal of Physics and Chemistry of Solids, 2026, 209, 113271
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Numerical modelling of lead-free AgZnF3 perovskite solar cells with over 31% efficiency: a SCAPS-1D investigation

Nishant Hooda, Rahul Kundara, Salil Chaudhary and Sarita Baghel

Phys. Scr., 2025, 100, 105961
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Development and characterization of Ag3AuSe2-based hybrid perovskite solar cells with chalcogenide ETLs and CFTS HTL

Md. Selim Reza, Avijit Ghosh, Sohail Asghar, Yedluri Anil Kumar, Aijaz Rasool Chaudhry, Anup Kumar Roy, Md. Shafikul Hasan, Mohammad Aman Ullah Sunny and Md. Al Imran

Opt. Express, 2025, 33, 31078
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Integrated simulation and machine learning framework for high-performance lead-free RbGeI3 perovskite solar cells with WS2/CuI transport layers

Umar Farooq Ali, Qasim Ali, Asif Ali, Hussain Noor, Usama Sohail and Sabah Haider

J Comput Electron, 2026, 25
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Accurate parameters extraction of photovoltaic models using Lambert W-function collaborated with AI-based Puma optimization method

Rabeh Abbassi, Salem Saidi, Houssem Jerbi, Lotfi Ladhar and Mohamed Omri

Results in Engineering, 2025, 25, 104268
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Development and modeling of advanced systems Na2SnBr6-based perovskite solar cells: a comprehensive study on electron transport layers

Dipta Roy, Md. Selim Reza, Avijit Ghosh, Anup Kumar Roy, Bivash Ranjan Chowdhury, Md. Aktarujjaman, H. A. Alrafai and Abeer A. Hassan

Opt. Express, 2025, 33, 21152
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Interfacial physics and electrostatic loss engineering in bandgap-engineered BaZrS3 chalcogenide solar cells: insights from numerical simulations

Surender Kumar, Devansh Gahlawat, Jaspinder Kaur, Uma Rani, Jaya Madan, Rahul Pandey and Rikmantra Basu

Opt Quant Electron, 2025, 57
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The Effect of SnS Back Surface Field Layer on the Performance of Cu2Te‐Based Thin‐Film Solar Cells: A Numerical Study Using 1D Solar Cell Capacitance Simulator (SCAPS‐1D)

Amir Bahrami and Hosein Kafashan

Physica Status Solidi (a), 2025, 222
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Optimizing defect parameters to boost performance of MAFASnBrI3/ CsFASnBrI3 double absorber layer solar cell

Ravi Pushkar, Amit Prakash and Raushan Kumar

Optics Communications, 2026, 604, 132847
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First-principles DFT investigation of strain and spin-orbit coupling effects on the optical and electrical properties of Ca3SbI3 inorganic halide perovskite-like for solar cell and optoelectronic applications

Abdelhamid Badaoui, Younes Menni, Samia Larguech, Mustafa Bayram, Alain M. Dikandé and Jihad H. Asad

Mod. Phys. Lett. B, 2025, 39
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Numerical optimization of lead-free CH3NH3SnI3 perovskite solar cells through interface and transport layer engineering

Hosein Kafashan

Journal of Physics and Chemistry of Solids, 2026, 209, 113314
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Advancing RbGeBr3 perovskite solar cells with metal doped chalcogenide ETL: A leap towards higher efficiency

Akash Anand Verma and D.K. Dwivedi

Electrochimica Acta, 2025, 538, 146950
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Advancing the efficiency of FTO/Sb:SnO₂/FA0.85Cs0.15PbI2.70Br0.3/BaSi₂ perovskite solar cells by incorporating ce-doped ZnO ETL materials

Poonam Suraj Gham, Alisha Priya and Raushan Kumar

Photonics and Nanostructures - Fundamentals and Applications, 2025, 67, 101469
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Investigating the compatibility of kesterite and zinc charge transport layers with inorganic germanium perovskite solar cells

Asfandyar Ali Khan, Muhammad Noman and Shayan Tariq Jan

Opt Quant Electron, 2025, 57
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Optimizing FASnI3 perovskite solar cells: Advancements with organic and inorganic transport layers

Rakib Hosen, Md. Manjurul Haque, Md. Kamrul Hasan, Jubaer Ahamed Bhuiyan, Hayati Mamur and Mohammad Ruhul Amin Bhuiyan

Next Research, 2025, 2, 100576
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Enhancing the efficiency of lead-free perovskite solar cells: The contribution of WS2 and CBTS to improving Cs2AgBiBr6 performance

Md. Shamim Reza, Avijit Ghosh, Saeed Hasan Nabil, Nasser S. Awwad, Hala A. Ibrahium and Islam Uddin Shipu

Inorganic Chemistry Communications, 2025, 181, 115291
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Enhancing PV performance of Al/ZnO/CdS/GaAs/NiO/Au solar cells through diverse layer combinations by SCAPS-1D

Md. Salman Shah, Md. Kamrul Hasan, Sharat Chandra Barman, Jubaer Ahamed Bhuiyan, Hayati Mamur and Mohammad Ruhul Amin Bhuiyan

Next Research, 2025, 2, 100143
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Numerical analysis of BSF and ETL configurations for optimizing high-performance WSe2/MoTe2 tandem solar cells

Arifuzzaman Rajib, Sk Minhajul Abedin, Md Abu Taleb, Tania Khatun, Hasiba Hasbi Shaily and Atowar Rahman

Phys. Scr., 2026, 101, 125901
DOI: 10.1088/1402-4896/ae5034

Machine learning–guided SCAPS-1D design of lead-free CH₃NH₃SnI₃ perovskite solar cells with 40.17% simulated PCE

Md. Arifur Rahman and Mohammad Jahangir Alam

J Mater. Sci: Mater Eng., 2026
DOI: 10.1186/s40712-026-00426-9

Efficiency improvement of lead-free Rb2LiInBr6 perovskite solar cells via TiO2 and MoO3

Md. Saiful Islam, Md. Ramjan Chowdhury, Hmoud Al-Dmour and Md. Shamim Reza

Inorganic Chemistry Communications, 2026, 186, 116362
DOI: 10.1016/j.inoche.2026.116362