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RESEARCH PAPER · Next Materials · 2024

Advancing perovskite solar cell commercialization: Bridging materials, vacuum deposition, and AI-assisted automation

Zhihao Xu, Sang‐Hyun Chin, Bo‐In Park, Yuan Meng, Sunok Kim, Sangmoon Han, Yimeng Li, Dong‐Hwan Kim, Beom-Soo Kim, Jin‐Wook Lee, Sang‐Hoon Bae

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Advancing perovskite solar cell commercialization: Bridging materials, vacuum deposition, and AI-assisted automationOriginalClarifying the degradation process of luminescent inorganic perovskite nanocrystals4Advancements in Photovoltaic Cell Materials: Silicon, Organic, and Perovskite Solar Cells248Enhancing the efficiency of non toxic perovskite solar cell through Cs4CuSb2Cl12 as interface layer using SCAPS-1D4A combined experimental and simulation study of multiphase bimetallic iodides semiconductor solar cell4Perovskite multiple quantum wells: toward artificial construction and lasing6A review of chalcogenide-based perovskites as the next novel materials: Solar cell and optoelectronic applications, catalysis and future perspectives111Recent Advances and Remaining Challenges in Perovskite Solar Cell Components for Innovative Photovoltaics48Self-driving AMADAP laboratory: Accelerating the discovery and optimization of emerging perovskite photovoltaics16A review of life cycle assessment and sustainability analysis of perovskite/Si tandem solar cells38Simulations and performance analysis of CH3NH3SnI3 perovskite solar cell: Modeling thickness and temperature effects using SCAPS-1D19Commercialization of perovskite solar cells: opportunities and challenges35Machine Learning-enhanced Copper (I) Thiocyanate-based Perovskite-silicon Tandem Solar Cells: Optimization Strategies for Enhanced Effi ciency and Stability3Major challenges for commercialization of perovskite solar cells: A critical review88Perovskite solar cells304Advancements in perovskites for solar cell commercialization: A review97Advancing perovskite photovoltaic technology through machine learning‐driven automation49Advancing organic photovoltaic cells for a sustainable future: The role of artificial intelligence (AI) and deep learning (DL) in enhancing performance and innovation48Machine Learning-enhanced Copper (I) Thiocyanate-based Perovskite-silicon Tandem Solar Cells: Optimization Strategies for Enhanced Effi ciency and Stability1Innovations in Advanced Material Design for Enhancing Stability In Perovskites Solar Cells9Sequential Co‐Deposition of Perovskite Film: An Effective Way of Tailoring Bandgap in All Vacuum Processed Perovskite Solar Cells11Optothermal Properties of Donor–Acceptor Layers, Including PTB7, PTB7th, Y5, and Y6, for Organic Photovoltaic Cell Applications4Microfluidic mediated emulsification for drug delivery applications7Molecular Engineering of Alkylammonium Interfaces for Enhanced Efficiency in Perovskite Solar Cells2Balancing structural formability and lattice microstrain in methylammonium-free wide bandgap perovskites3Degradation Pathways in Perovskite Solar Cells: Strategies for Enhancing Stability10Inorganic lead-free double perovskites for eco-friendly energy conversion technology2Efficiency versus stability of perovskite solar cells by energy level tuning of the hole selective layer0Multiscale computational study of lead-free Cs 3 InI 6 and Rb 3 InI 6 double perovskites for solar cell applications0The Pivotal Role of Nanomaterials in Energy Storage Devices2High-rate fabrication of efficient perovskite solar cells via vapor transport deposition and PbI2 microstructure engineering0Progress in atomic layer deposition of metal oxides for efficient and stable perovskite solar cells2Sr²⁺-driven structural transition and enhanced S-band electromagnetic wave absorption in Ca₁₋ₓSrₓMnO₃ perovskites0

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  1. Clarifying the degradation process of luminescent inorganic perovskite nanocrystals

    RSC Advances · 2024-01-01

    Yong Bin Kim, Sung Hun Kim, Yong‐Ryun Jo, Sang‐Youp Yim, Sang‐Hyun Chin, Kyoung‐Duck Park, Hong Seok Lee

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  2. Advancements in Photovoltaic Cell Materials: Silicon, Organic, and Perovskite Solar Cells

    Materials · 2024-03-01

    Abniel Machín, Francisco Márquez

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  3. Enhancing the efficiency of non toxic perovskite solar cell through Cs4CuSb2Cl12 as interface layer using SCAPS-1D

    Physica Scripta · 2024-05-20

    Abdul Haseeb Hassan Khan, Aqib Ali Khan, Amjad Farid

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  4. A combined experimental and simulation study of multiphase bimetallic iodides semiconductor solar cell

    Electrochimica Acta · 2024-07-10

    Chandrasekar Karuppaiah, Dheebanathan Azhakanantham, Muthamizh Selvamani, Arul Varman Kesavan

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  5. Perovskite multiple quantum wells: toward artificial construction and lasing

    Discover Applied Sciences · 2024-07-22

    Sang‐Hyun Chin

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  6. A review of chalcogenide-based perovskites as the next novel materials: Solar cell and optoelectronic applications, catalysis and future perspectives

    Next Nanotechnology · 2024-09-11

    George G. Njema, Joshua Kiprotich Kibet

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  7. Recent Advances and Remaining Challenges in Perovskite Solar Cell Components for Innovative Photovoltaics

    Nanomaterials · 2024-11-21

    Pari Baraneedharan, Sankar Sekar, Murugesan Silambarasan, Djaloud Ahamada, Syed Ali Beer Mohamed, Youngmin Lee, Sejoon Lee

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  8. Self-driving AMADAP laboratory: Accelerating the discovery and optimization of emerging perovskite photovoltaics

    MRS Bulletin · 2024-12-01

    Jiyun Zhang, Jianchang Wu, Oleksandr L. Stroyuk, Oleksandra Raievska, Larry Lüer, Jens Hauch, Christoph Josef Brabec

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  9. A review of life cycle assessment and sustainability analysis of perovskite/Si tandem solar cells

    RSC Sustainability · 2024-12-02

    Waseem Akram, Xikang Li, Shakeel Ahmed, Zhengbiao Ouyang, Guijun Li

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  10. Simulations and performance analysis of CH3NH3SnI3 perovskite solar cell: Modeling thickness and temperature effects using SCAPS-1D

    Next Materials · 2024-12-05

    Samra Imran, Mamoona Khalid

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  11. Commercialization of perovskite solar cells: opportunities and challenges

    Sustainable Energy & Fuels · 2025-01-01

    Ankita Sengupta, Mohammad Adil Afroz, Bhavna Sharma, Shivani Choudhary, Namrata Pant, Yogesh Gulia, Narendra Pai, Dechan Angmo, Soumitra Satapathi

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  12. Machine Learning-enhanced Copper (I) Thiocyanate-based Perovskite-silicon Tandem Solar Cells: Optimization Strategies for Enhanced Effi ciency and Stability

    SSRN Electronic Journal · 2025-01-01

    John Sunday Uzochukwu, Chinenye Faith Okey‐Onyesolu, Chioma Mary-Jane Ezechukwu, Chukwunonso Nnanyelum Onyenanu, O. E. Achugbu, C.M John

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  13. Major challenges for commercialization of perovskite solar cells: A critical review

    Energy Reports · 2025-01-15

    Thulethu Seyisi, Bienvenu Gael Fouda-Mbanga, Jabulani I. Mnyango, Yvonne Boitumelo Nthwane, Bothwell Nyoni, Sabelo Dalton Mhlanga, Shanganyane Percy Hlangothi, Zikhona Tywabi-Ngeva

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  14. Perovskite solar cells

    Nature Reviews Methods Primers · 2025-01-16

    Jiye Han, Keonwoo Park, Shaun Wee Kiat Tan, Yana Vaynzof, Jingjing Xue, Eric Wei‐Guang Diau, Moungi G. Bawendi, Jin‐Wook Lee, Il Jeon

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  15. Advancements in perovskites for solar cell commercialization: A review

    Advanced Powder Materials · 2025-02-03

    Tejas Dhanalaxmi Raju, Vignesh Murugadoss, Kiran A. Nirmal, Tukaram Dattatray Dongale, Arul Varman Kesavan, Tae Geun Kim

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  16. Advancing perovskite photovoltaic technology through machine learning‐driven automation

    InfoMat · 2025-02-24

    Jiyun Zhang, Jianchang Wu, Vincent Marc Le Corre, Jens Hauch, Yicheng Zhao, Christoph Josef Brabec

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  17. Advancing organic photovoltaic cells for a sustainable future: The role of artificial intelligence (AI) and deep learning (DL) in enhancing performance and innovation

    Solar Energy · 2025-03-05

    Hussein Togun, Ali Basem, Muhsin J. Jweeg, Nirmalendu Biswas, Azher M. Abed, Dipankar Paul, Hayder Ibrahim Mohammed, A.K. Chattopadhyay, Bhupendra Kumar Sharma, Tuqa Abdulrazzaq

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  18. Machine Learning-enhanced Copper (I) Thiocyanate-based Perovskite-silicon Tandem Solar Cells: Optimization Strategies for Enhanced Effi ciency and Stability

    Archives of Case Reports · 2025-03-26

    Sunday Uzochukwu John, Chinenye Faith Okey-Onyesolu, Chioma Mary-Jane Ezechukwu, Chukwunonso Nnayelum Onyenanu, Erochukwu Obioma Achugbu, C.M John

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  19. Innovations in Advanced Material Design for Enhancing Stability In Perovskites Solar Cells

    Silicon · 2025-04-05

    Praveen Barmavatu, Baburao Gaddala, Dadapeer Doddamani, Sharun Mendonca, Jatoth Heeraman, Ramalinga Viswanathan Mangalaraja

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  20. Sequential Co‐Deposition of Perovskite Film: An Effective Way of Tailoring Bandgap in All Vacuum Processed Perovskite Solar Cells

    Small Methods · 2025-04-14

    Sojeong Lee, Young Seon Yoon, Shafidah Shafian, Jin Young Kim, Kyungkon Kim

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  21. Optothermal Properties of Donor–Acceptor Layers, Including PTB7, PTB7th, Y5, and Y6, for Organic Photovoltaic Cell Applications

    Materials · 2025-04-17

    Gabriela Lewińska, Jarosław Kanak, J. Sanetra, Konstanty Waldemar Marszalek

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  22. Microfluidic mediated emulsification for drug delivery applications

    Journal of Drug Delivery Science and Technology · 2025-05-16

    Amarah Sultan Rana, Sadaf Sarfraz, Mohamed Hamdy Helal, Аzwan Mat Lazim, Mohammed A. Amin, Mahmoud Mohamed Hessien, Muhammad Faizan Nazar

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  23. Molecular Engineering of Alkylammonium Interfaces for Enhanced Efficiency in Perovskite Solar Cells

    Solar RRL · 2025-07-16

    Ibtisam S. Almalki, Tarek I. Alanazi, Lujain Aldoghan, Noura Mohammed Aldossari, F. Almutawa, Rawan A. Alzahrani, Sultan M. Alenzi, Yahya Alzahrani, Ghazal S. Yafi, Abdulmajeed Almutairi, Abdurhman Aldukhail, Bader Alharthi, Abdulaziz Aljuwayr, Faisal S. Alghannam, Ali Z. Alanzi, Huda Alkhaldi, Fawziah Alhajri, Haitham S. Alhumud, Ali A. Alqarni, Mohammad Hayal Alotaibi, Nouf K. AL‐Saleem, Masfer Alkahtani, Anwar Q. Alanazi, Masaud Hassan S. Almalki

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  24. Balancing structural formability and lattice microstrain in methylammonium-free wide bandgap perovskites

    Journal of Physics Energy · 2025-08-12

    Wenting Zheng, Keonwoo Park, Joo-Hong Lee, Hae‐Jun Seok, Sung‐Kwang Jung, Seung‐Gu Choi, Han‐Ki Kim, Hyojung Ahn, Jin‐Wook Lee

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  25. Degradation Pathways in Perovskite Solar Cells: Strategies for Enhancing Stability

    Energy Technology · 2025-08-12

    Haris Habib, Sajid Ur Rehman, Houda El Hyani, Muhammad Nawaz Sharif, Furui Tan, Kefan Wang

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  26. Inorganic lead-free double perovskites for eco-friendly energy conversion technology

    Journal of Materials Science Materials in Electronics · 2025-12-01

    Kailash Rangar, Kanchan Rawat, Shivanika Tariyal, Kamal Nayan Sharma, Kishor Kumar, Ushma Ahuja, Amit Soni, Jagrati Sahariya

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  27. Efficiency versus stability of perovskite solar cells by energy level tuning of the hole selective layer

    EES solar. · 2026-01-01

    Javier E. S. Alonso, Mantas Marčinskas, Maximiliano Senno, Alejandro Cortés‐Villena, Kassio P. S. Zanoni, Yunseong Choi, Skirmantas Musteikis, Raquel E. Galian, Julia Pérez‐Prieto, Joaquín Calbo, Vytautas Getautis, Tadas Malinauskas, Henk J. Bolink

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  28. Multiscale computational study of lead-free Cs 3 InI 6 and Rb 3 InI 6 double perovskites for solar cell applications

    New Journal of Chemistry · 2026-01-01

    MOST. Sadia Islam Ria, Md. Azizur Rahman, Mukseda Aktar, Mst Sadia Sultana, Amnah Mohammed Alsuhaibani, Moamen Salah El-Deen Refat, Mohamed Benghanem, A K M Mahmudul Haque

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  29. The Pivotal Role of Nanomaterials in Energy Storage Devices

    ChemistrySelect · 2026-04-01

    Rajeev Kumar, Riya Chugh, Shagufta Jabin, Prashant Singh

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  30. High-rate fabrication of efficient perovskite solar cells via vapor transport deposition and PbI2 microstructure engineering

    Chemical Engineering Journal · 2026-04-06

    Tian Zhong, Kun Yu, JiaWei Zhang, Bin Li, Yong Peng

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  31. Progress in atomic layer deposition of metal oxides for efficient and stable perovskite solar cells

    Microstructures · 2026-04-10

    Pil Ju Park, Hae Jin Jo, Sang Mok Han, Young Ju Kim, Soo Young Kim

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  32. Sr²⁺-driven structural transition and enhanced S-band electromagnetic wave absorption in Ca₁₋ₓSrₓMnO₃ perovskites

    Journal of the Korean Ceramic Society · 2026-07-27

    Yohanes Edi Gunanto, Jan Setiawan, Henni Sitompul, Maya Puspitasari Izaak, Ade Mulyawan, Mashadi, Didin S. Winatapura, Muhammad Rizky Ramdhani, Nanang Sudrajat, Yana Taryana, Ahmad Taufiq, Wisnu Ari Adi, Dianta Ginting, Yunasfi Yunasfi

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