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RESEARCH PAPER · ACS Applied Materials & Interfaces · 2024

Repeatable Perovskite Solar Cells through Fully Automated Spin-Coating and Quenching

Daniel O. Baumann, Felix Laufer, Julie Roger, Roja Singh, Mohammad Gholipoor, Ulrich W. Paetzold

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Repeatable Perovskite Solar Cells through Fully Automated Spin-Coating and QuenchingOriginalFrom Sunlight to Solutions: Closing the Loop on Halide Perovskites3Advances in thin layer deposition techniques in perovskite solar cells5An AI-accelerated pathway for reproducible and stable halide perovskites17Piezoelectric composites for gas sensing: evolution of sensing and transduction designs53Advancing perovskite photovoltaic technology through machine learning‐driven automation49120-Day perovskite solution stability via deprotonation and iodine reduction by a pyrazolone-based additive4Feature Selection for Machine Learning‐Driven Accelerated Discovery and Optimization in Emerging Photovoltaics: A Review9Process Parameter Specification and Control in Solution Processing of Hybrid Perovskite Photovoltaics: From Domain‐Specific Jargon to Evidence‐Based, Unambiguous Description of Experimental Workflows4Data Driven Control of Defect Formation in Solution Deposited Sb 2 Se 3 Thin Films1Laboratory-Scale Reuse of Glass/ITO Substrates for Single Junction Perovskite Solar Cells3Rare-earth titanates as tunable titanium-based oxide frameworks for sustainable energy conversion and storage2Advancements and challenges of self-assembled monolayers as buried interfaces in inverted perovskite solar cells: from molecular design to automation-enabled data-driven optimization1Disentangling Environmental Effects on Perovskite Solar Cell Performance via Interpretable Machine Learning8Investigation of Interactions between Carbazole-Based Quaternary Ammonium Salts and Lead-Based Perovskites0Recent advances in data‐driven and artificial intelligence‐integrated perovskite solar cells: From design to self‐driving laboratories7Accelerating Perovskite Solar Cell Development Through High‐Throughput Technologies: Computational Simulation, Automated Experimentation, and Intelligent Integration0Beyond manual processing: Robotic-arm automation coupled with machine learning for precision control and correlation insights in perovskite solar cells0Low-vacuum proximity-space effusion for high-rate controlled MAPbI3 growth0Defect engineering via rare-earth incorporation (DE-RE) in TiO₂ photocatalysts: Wavelength-dependent energy conversion performance2Engineering of Optoelectronic Devices for Renewable Energy Applications0Quantifying Perovskite Solar Cell Degradation via Machine Learning From Spatially Resolved Multimodal Luminescence Time Series0

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21 direct citing papers saved.

  1. From Sunlight to Solutions: Closing the Loop on Halide Perovskites

    ACS Materials Au · 2024-10-25

    Elham Foadian, Sheryl L. Sanchez, Sergei V. Kalinin, Mahshid Ahmadi

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  2. Advances in thin layer deposition techniques in perovskite solar cells

    RSC Advances · 2025-01-01

    Qamar Wali, Nahin Ar Rabbani, Sadia Afrin, It Ee Lee, Muhammad Yar Khan, Muhammad Aamir

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  3. An AI-accelerated pathway for reproducible and stable halide perovskites

    Chemical Society Reviews · 2025-01-01

    Abigail R. Hering, Carolin M. Sutter‐Fella, Marina S. Leite

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  4. Piezoelectric composites for gas sensing: evolution of sensing and transduction designs

    Journal of Materials Chemistry C · 2025-01-01

    Weixiong Li, Guangzhong Xie, Xianghu Huo, Longcheng Que, Huiling Tai, Yadong Jiang, Yuanjie Su

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  5. 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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  6. 120-Day perovskite solution stability via deprotonation and iodine reduction by a pyrazolone-based additive

    Solar Energy Materials and Solar Cells · 2025-03-04

    Tanakorn Kittikool, Ladda Srathongsian, Chaowaphat Seriwattanachai, Duangmanee Wongratanaphisan, Pipat Ruankham, Pasit Pakawatpanurut, Ratchadaporn Supruangnet, Hideki Nakajima, Pongsakorn Kanjanaboos

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  7. Feature Selection for Machine Learning‐Driven Accelerated Discovery and Optimization in Emerging Photovoltaics: A Review

    Advanced Intelligent Discovery · 2025-06-27

    Jiyun Zhang, Jiayi Tan, Qizhen Song, Tian Du, Jens Hauch, Christoph Josef Brabec

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  8. Process Parameter Specification and Control in Solution Processing of Hybrid Perovskite Photovoltaics: From Domain‐Specific Jargon to Evidence‐Based, Unambiguous Description of Experimental Workflows

    Advanced Energy Materials · 2025-10-03

    Simon Ternes, Christoph Josef Brabec, Luigi Angelo Castriotta, Thomas Exlager, Karen Forberich, Alessio Gagliardi, M Götte, Florian Mathies, Sinclair R. Ratnasingham, Lennart Klaus Reb, Eva Unger, Aldo Di Carlo

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  9. Data Driven Control of Defect Formation in Solution Deposited Sb 2 Se 3 Thin Films

    Advanced Materials Interfaces · 2025-11-12

    Marissa J. Strumolo, Zhaohong Sun, Iliya Larimojarad, Rehan Kapadia, Richard L. Brutchey

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  10. Laboratory-Scale Reuse of Glass/ITO Substrates for Single Junction Perovskite Solar Cells

    ACS Sustainable Chemistry & Engineering · 2025-11-20

    Suzana Kralj, Ivaylo Lazarov, Rachel Woods‐Robinson, Monica Morales‐Masis

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  11. Rare-earth titanates as tunable titanium-based oxide frameworks for sustainable energy conversion and storage

    Coordination Chemistry Reviews · 2025-12-16

    Nurul Aida Mohamed, Tiong Sieh Kiong, Aznan Fazli Ismail

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  12. Advancements and challenges of self-assembled monolayers as buried interfaces in inverted perovskite solar cells: from molecular design to automation-enabled data-driven optimization

    Journal of Materials Chemistry A · 2026-01-01

    Chengxu Zhang, Zhenzhen Yin, Li Shi, Dongsheng Chen, Weiyou Yang, Minghui Shang

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  13. Disentangling Environmental Effects on Perovskite Solar Cell Performance via Interpretable Machine Learning

    ACS Energy Letters · 2026-01-26

    Tianran Liu, Nicky Evans, Kangyu Ji, Ronaldo Lee, Aaron Zhu, V. T. Nguyen, James Serdy, Elizabeth M. Wall, Yongli Lu, Florian A. Formica, Moungi G. Bawendi, Quinn C. Burlingame, Yueh‐Lin Loo, Vladimir Bulović, Tonio Buonassisi

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  14. Investigation of Interactions between Carbazole-Based Quaternary Ammonium Salts and Lead-Based Perovskites

    ACS Applied Energy Materials · 2026-02-14

    Matas Steponaitis, Vidas Pakštas, Tomas Murauskas, Arnas Naujokaitis, Tadas Malinauskas, Vytautas Getautis, Vidmantas Gulbinas, Marius Franckevičius

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  15. Recent advances in data‐driven and artificial intelligence‐integrated perovskite solar cells: From design to self‐driving laboratories

    InfoMat · 2026-02-20

    Jaehee Lee, Juhwan Noh, Hyunjun Lee, Yea‐Lee Lee, Jino Im, Jangwon Seo

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  16. Accelerating Perovskite Solar Cell Development Through High‐Throughput Technologies: Computational Simulation, Automated Experimentation, and Intelligent Integration

    Battery energy · 2026-05-28

    Yiming Wang, Ziwei Du, Yuehua Chen, Yicheng Qiu, Dong Yan, Bo Hou

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  17. Beyond manual processing: Robotic-arm automation coupled with machine learning for precision control and correlation insights in perovskite solar cells

    Advanced Sensor and Energy Materials · 2026-05-30

    Soo-ah Kim, Miseon Bae, Sung Hwan Park, Hobeom Kim, Nam Joong Jeon, Yea‐Lee Lee, Jino Im, Beom‐Soo Kim

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  18. Low-vacuum proximity-space effusion for high-rate controlled MAPbI3 growth

    APL Energy · 2026-06-01

    Valentina Arena, Emanuele Smecca, Giovanni Mannino, Corrado Bongiorno, Ioannis Deretzis, Salvatore Valastro, Ignazio Vacante, Giuseppe Fisicaro, Antonino La Magna, Alessandra Alberti

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  19. Defect engineering via rare-earth incorporation (DE-RE) in TiO₂ photocatalysts: Wavelength-dependent energy conversion performance

    Coordination Chemistry Reviews · 2026-06-05

    Nurul Aida Mohamed, Tiong Sieh Kiong, Aznan Fazli Ismail

    Read original paper ↗ ·

  20. Engineering of Optoelectronic Devices for Renewable Energy Applications

    Micromachines · 2026-06-22

    José Eduardo Candido Holanda Pereira, Reinaldo Souza, Ana Moita

    Read original paper ↗ ·

  21. Quantifying Perovskite Solar Cell Degradation via Machine Learning From Spatially Resolved Multimodal Luminescence Time Series

    Solar RRL · 2026-07-28

    Giulio Barletta, Simon Ternes, Saif Ali, Zohair Abbas, Chiara Ostendi, Marialucia D'Addio, Erica Magliano, Pietro Asinari, Eliodoro Chiavazzo, Aldo Di Carlo

    Read original paper ↗ ·
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