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RESEARCH PAPER · Matter · 2023

Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloys

Tonghui Wang, Ruipeng Li, Hossein Ardekani, Lucía Serrano‐Luján, Jiantao Wang, Mahdi Ramezani, Ryan L. Wilmington, Mihirsinh Chauhan, Robert W. Epps, Kasra Darabi, Boyu Guo, Dali Sun, Milad Abolhasani, Kenan Gündoğdu, Aram Amassian

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Sustainable materials acceleration platform reveals stable and efficient wide-bandgap metal halide perovskite alloysOriginalBayesian parameter estimation for characterising mobile ion vacancies in perovskite solar cells14In situ Stress Monitoring Reveals Tension and Wrinkling Evolutions during Halide Perovskite Film Formation23PASCAL: the perovskite automated spin coat assembly line accelerates composition screening in triple-halide perovskite alloys17Exploring Trends and Opportunities in Quantum‐Enhanced Advanced Photonic Illumination Technologies102AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation33Research progress of metal halide perovskites in the preparation of nanosemiconductor lasers3Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs75Data-driven strategy for bandgap database construction of perovskites and the potential segregation study11Visualizing the Structure‐Property Nexus of Wide‐Bandgap Perovskite Solar Cells under Thermal Stress13Using scalable computer vision to automate high-throughput semiconductor characterization20Fast and vast: An upscaled materials acceleration platform for sustainable hydrogen1Engineering a Sustainable Future: Harnessing Automation, Robotics, and Artificial Intelligence with Self-Driving Laboratories42Self-Driving Laboratories for Chemistry and Materials Science674Repeatable Perovskite Solar Cells through Fully Automated Spin-Coating and Quenching21Rapid Prototyping for Accelerated Establishment of Film Processing‐Performance Relationships in Silicon Phthalocyanine OFETs1Enhancing Durability of Organic–Inorganic Hybrid Perovskite Solar Cells in High‐Temperature Environments: Exploring Thermal Stability, Molecular Structures, and AI Applications18Archerfish: a retrofitted 3D printer for high-throughput combinatorial experimentation via continuous printing10Quantitative Structure–Property Relationships (QSPR) for Materials Science0Strategies for performance and stability advancement in multicomponent perovskite photovoltaics19Ligand-induced self-assembly of twisted two-dimensional halide perovskites10AURORA - An Automatic Robotic Platform for Materials Discovery7Material intelligence by the convergence of artificial intelligence and robotic platforms16Machine-Learning-Driven in-Device Optimization of All-Printed Perovskite Solar Cells8Towards high and reliable specific detectivity in visible and infrared perovskite and organic photodiodes47AI-guided high-throughput investigation of conjugated polymer doping reveals importance of local polymer order and dopant-polymer separation3High-Throughput Robotic GIWAXS at ALS SAXS/WAXS Beamline4Self‐Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers2High-efficiency power electronic devices based on wide-bandgap semiconductor materials0High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling0Sustainable Materials Design With Multi‐Modal Artificial Intelligence1High-throughput method for alloy development towards hydrogen applications using directed energy deposition0

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  1. Bayesian parameter estimation for characterising mobile ion vacancies in perovskite solar cells

    Journal of Physics Energy · 2023-11-07

    Samuel G. McCallum, Oliver Nicholls, Kjeld O Jensen, Matthew V. Cowley, James E. Lerpiniére, Alison Walker

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  2. In situ Stress Monitoring Reveals Tension and Wrinkling Evolutions during Halide Perovskite Film Formation

    ACS Energy Letters · 2023-12-06

    Boyu Guo, Mihirsinh Chauhan, Nathan Woodward, Gabriel R. McAndrews, Gaurab J. Thapa, Benjamin M. Lefler, Ruipeng Li, Tonghui Wang, Kasra Darabi, Michael David McGehee, Aram Amassian

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  3. PASCAL: the perovskite automated spin coat assembly line accelerates composition screening in triple-halide perovskite alloys

    Digital Discovery · 2024-01-01

    Deniz N. Cakan, Rishi E. Kumar, Eric Oberholtz, Moses Kodur, Jack R. Palmer, Apoorva Gupta, Ken Kaushal, Hendrik M. Vossler, David P. Fenning

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  4. Exploring Trends and Opportunities in Quantum‐Enhanced Advanced Photonic Illumination Technologies

    Advanced Quantum Technologies · 2024-01-18

    Bakr Ahmed Taha, Ali J. Addie, Adawiya J. Haider, Vishal Chaudhary, Retna Apsari, Ajeet Kumar Kaushik, Norhana Arsad

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  5. AEcroscopy: A Software–Hardware Framework Empowering Microscopy Toward Automated and Autonomous Experimentation

    Small Methods · 2024-04-19

    Yongtao Liu, Kevin M. Roccapriore, Martí Checa, Sai Mani Prudhvi Valleti, Jan‐Chi Yang, Stephen Jesse, Rama Krishnan Vasudevan

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  6. Research progress of metal halide perovskites in the preparation of nanosemiconductor lasers

    Journal of Materials Science · 2024-05-01

    Ke Xu, Honghao Qian

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  7. Evolution-guided Bayesian optimization for constrained multi-objective optimization in self-driving labs

    npj Computational Materials · 2024-05-13

    Andre K. Y. Low, Flore Mekki‐Berrada, Abhishek Gupta, Aleksandr Ostudin, Jiaxun Xie, Eléonore Vissol-Gaudin, Yee‐Fun Lim, Qianxiao Li, Yew-Soon Ong, Saif A. Khan, Kedar Hippalgaonkar

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  8. Data-driven strategy for bandgap database construction of perovskites and the potential segregation study

    Journal of Materials Informatics · 2024-05-28

    Bobin Wu, Xinyu Zhang, Zixuan Wang, Zijian Chen, Shaohui Liu, Jie Liu, Zhenming Xu, Qingde Sun, Haitao Zhao

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  9. Visualizing the Structure‐Property Nexus of Wide‐Bandgap Perovskite Solar Cells under Thermal Stress

    Advanced Science · 2024-05-29

    Degong Ding, Yuxin Yao, Pengjie Hang, Chenxia Kan, Xiang Lv, Xiaoming Ma, Biao Li, Chuanhong Jin, Deren Yang, Xuegong Yu

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  10. Using scalable computer vision to automate high-throughput semiconductor characterization

    Nature Communications · 2024-06-11

    Alexander E. Siemenn, Eunice Aissi, Fang Sheng, Armi Tiihonen, Hamide Kavak, Basita Das, Tonio Buonassisi

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  11. Fast and vast: An upscaled materials acceleration platform for sustainable hydrogen

    Matter · 2024-08-01

    Linfeng Pan, Samuel D. Stranks

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  12. Engineering a Sustainable Future: Harnessing Automation, Robotics, and Artificial Intelligence with Self-Driving Laboratories

    ACS Sustainable Chemistry & Engineering · 2024-08-06

    Sina Sadeghi, Richard B. Canty, Nikolai Mukhin, Jinge Xu, Fernando Delgado‐Licona, Milad Abolhasani

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  13. Self-Driving Laboratories for Chemistry and Materials Science

    Chemical Reviews · 2024-08-13

    Gary Tom, Stefan P. Schmid, Sterling G. Baird, Yang Cao, Kourosh Darvish, Han Hao, Stanley Lo, Sergio Pablo‐García, Ella Miray Rajaonson, Marta Skreta, Naruki Yoshikawa, Samantha Corapi, Gun Deniz Akkoc, Felix Strieth‐Kalthoff, Martin T. Seifrid, Alán Aspuru‐Guzik

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

    ACS Applied Materials & Interfaces · 2024-09-30

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

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  15. Rapid Prototyping for Accelerated Establishment of Film Processing‐Performance Relationships in Silicon Phthalocyanine OFETs

    Advanced Electronic Materials · 2024-11-18

    Rosemary R. Cranston, Jacob P. Mauthe, Tonghui Wang, Gaurab J. Thapa, Aram Amassian, Benoit Hugo Lessard

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  16. Enhancing Durability of Organic–Inorganic Hybrid Perovskite Solar Cells in High‐Temperature Environments: Exploring Thermal Stability, Molecular Structures, and AI Applications

    Advanced Functional Materials · 2024-11-19

    Shimiao Su, Tae Kyu Ahn, Yun Xia Yang

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  17. Archerfish: a retrofitted 3D printer for high-throughput combinatorial experimentation via continuous printing

    Digital Discovery · 2025-01-01

    Alexander E. Siemenn, Basita Das, Eunice Aissi, Fang Sheng, Lleyton Elliott, Blake Hudspeth, Marilyn Meyers, James Serdy, Tonio Buonassisi

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  18. Quantitative Structure–Property Relationships (QSPR) for Materials Science

    Challenges and advances in computational chemistry and physics · 2025-01-01

    Silvina E. Fioressi, Daniel E. Bacelo, Pablo R. Duchowicz

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  19. Strategies for performance and stability advancement in multicomponent perovskite photovoltaics

    Journal of Materials Chemistry A · 2025-01-01

    Femi O. Igbari, Muhammad Bilal, Zhe Li

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  20. Ligand-induced self-assembly of twisted two-dimensional halide perovskites

    Nature Synthesis · 2025-03-28

    Jonghee Yang, Addis Fuhr, Subeom Shin, Kevin M. Roccapriore, Bogdan Dryzhakov, Bin Hu, Byeongjoo Kang, Hyungju Ahn, Woojae Kim, Bobby G. Sumpter, Sergei V. Kalinin, Mahshid Ahmadi

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  21. AURORA - An Automatic Robotic Platform for Materials Discovery

    ACS Applied Materials & Interfaces · 2025-04-23

    Bingyu Lei, Per H. Svensson, Pavel V. Yushmanov, Lars A. Kloo

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  22. Material intelligence by the convergence of artificial intelligence and robotic platforms

    Nexus · 2025-07-02

    Xinyu Zhang, Zijian Chen, Feibei Chen, Billy Fanady, Boyuan Wang, Zongming Ni, Shumin Zhou, Junzhi Ye, Guanhua Chen, Jie Liu, Robert L. Z. Hoye, Xiaobo Li, Samantha Yu-ling Chong, Wei Feng, Chi-yung Chung, Ching-chuen Chan, Linjiang Chen, Han Hao, Alán Aspuru‐Guzik, Jun Jiang, Haitao Zhao

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  23. Machine-Learning-Driven in-Device Optimization of All-Printed Perovskite Solar Cells

    ACS Energy Letters · 2025-07-23

    Emha Bayu Miftahullatif, Shreyas Dinesh Pethe, Andre K. Y. Low, Ayan A. Zhumekenov, Natalia Yantara, Priyanka Kajal, Qinjie Wu, Darrell Jun Jie Tay, Divyam Sharma, Saumya Sebastian, Jose Recatala‐Gomez, Abhishek Nambiar, Nripan Mathews, Kedar Hippalgaonkar

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  24. Towards high and reliable specific detectivity in visible and infrared perovskite and organic photodiodes

    Nature Reviews Materials · 2025-08-04

    Davide Nodari, Zhuoran Qiao, Francesco Furlan, Oskar J. Sandberg, Koen Vandewal, Nicola Gasparini

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  25. AI-guided high-throughput investigation of conjugated polymer doping reveals importance of local polymer order and dopant-polymer separation

    Matter · 2025-10-09

    Jacob P. Mauthe, Ankush Kumar Mishra, Abhradeep Sarkar, Boyu Guo, Gaurab J. Thapa, Joseph Schroedl, Nicholas Luke, Justin Neu, Sung‐Joo Kwon, Mihirsinh Chauhan, Tongui Wang, Tajah Trapier, Harald W. Ade, David S. Ginger, Wei You, Raja Ghosh, Baskar Ganapathysubramanian, Aram Amassian

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  26. High-Throughput Robotic GIWAXS at ALS SAXS/WAXS Beamline

    Photon Science · 2025-10-22

    Eric G. Schaible, Ivan Galikeev, Matthew Roizin-Prior, Garrett W. Birkel, Yunfei Wang, Wiebke Koepp, Raja Vyshnavi Sriramoju, Harold S. Barnard, Chinweike Osubor, Camille Molsick-Gibson, Piotr Gach, Sujoy Roy, Xiaodan Gu, Dylan McReynolds, Alexander Hexemer, Lucas Kistulentz, Damon English, Dilworth Y. Parkinson, Chenhui Zhu

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  27. Self‐Driving Laboratory Optimizes the Lower Critical Solution Temperature of Thermoresponsive Polymers

    Advanced Intelligent Discovery · 2026-01-29

    Guoyue Xu, Renzheng Zhang, Tengfei Luo

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  28. High-efficiency power electronic devices based on wide-bandgap semiconductor materials

    Journal of Power Electronics · 2026-04-15

    Jinqiang Zhang, Qing Gao, Weidong Wang, Haochen Zhang, Peng Hu

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  29. High-throughput parameter estimation from experimental data using Bayesian Inference with accelerated sampling

    npj Computational Materials · 2026-04-15

    Basita Das, William Heymann, Yueming Wang, Uwe Rau, Thomas Kirchartz, Tonio Buonassisi

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  30. Sustainable Materials Design With Multi‐Modal Artificial Intelligence

    Advanced Science · 2026-04-15

    Tianyi Xu, Tianshuo Wei, Yan Ge, Bo Peng, Yue Li, Maolin Wang, Peng Wen, CD Yang, Ye Wei

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  31. High-throughput method for alloy development towards hydrogen applications using directed energy deposition

    Materials Today Communications · 2026-06-01

    Pentti Kalliotiura, Tuomas Jokiaho, Atte Antikainen, Tomi J. Lindroos, Elina Huttunen‐Saarivirta

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