Halide

Robot-Accelerated Perovskite Investigation and Discovery

Zhi Li, Mansoor Ani Najeeb, Liana Alves, Alyssa Z. Sherman, Venkateswaran Shekar, Peter Cruz Parrilla, Ian M. Pendleton, Wesley Wang, Philip W. Nega, Mat­thias Zeller, Joshua Schrier, Alexander J. Norquist, Emory M. Chan

Citations: 179 • 2020

Chemical Robotics Enabled Exploration of Stability in Multicomponent Lead Halide Perovskites via Machine Learning

Kate Higgins, Sai Mani Prudhvi Valleti, Maxim Ziatdinov, Sergei V. Kalinin, Mahshid Ahmadi

Citations: 138 • 2020

Exploring the Stability of Novel Wide Bandgap Perovskites by a Robot Based High Throughput Approach

Shi Chen, Yi Hou, Haiwei Chen, Xiaofeng Tang, Stefan Langner, Ning Li, Tobias Stubhan, Ievgen Levchuk, Ening Gu, Andres Osvet, Christoph J. Brabec

Citations: 120 • 2017

Machine learning for high-throughput experimental exploration of metal halide perovskites

Mahshid Ahmadi, Maxim Ziatdinov, Yuanyuan Zhou, Eric A. Lass, Sergei V. Kalinin

Citations: 111 • 2021

Robot-Based High-Throughput Screening of Antisolvents for Lead Halide Perovskites

Ening Gu, Xiaofeng Tang, Stefan Langner, Patrick Duchstein, Yicheng Zhao, Ievgen Levchuk, Violetta Kalancha, Tobias Stubhan, Jens Hauch, Hans Joachim Egelhaaf, Dirk Zahn, Andres Osvet, Christoph J. Brabec

Citations: 110 • 2020

Self‐Driven Multistep Quantum Dot Synthesis Enabled by Autonomous Robotic Experimentation in Flow

Kameel Abdel‐Latif, Robert W. Epps, Fazel Bateni, Suyong Han, Kristofer G. Reyes, Milad Abolhasani

Citations: 98 • 2020

Flexible Organic–Inorganic Halide Perovskite-Based Diffusive Memristor for Artificial Nociceptors

Harshada Patil, Honggyun Kim, Kalyani D. Kadam, Shania Rehman, Supriya A. Patil, Jamal Aziz, Tukaram D. Dongale, Zulfqar Ali Sheikh, Mehr Khalid Rahmani, Muhammad Farooq Khan, Deok‐kee Kim

Citations: 78 • 2023

Elucidating the Weakly Reversible Cs–Pb–Br Perovskite Nanocrystal Reaction Network with High-Throughput Maps and Transformations

Jakob C. Dahl, Xingzhi Wang, Xiao Huang, Emory M. Chan, A. Paul Alivisatos

Citations: 73 • 2020

Intercalating-Organic-Cation-Induced Stability Bowing in Quasi-2D Metal-Halide Perovskites

Jiyun Zhang, Stefan Langner, Jianchang Wu, Christian Kupfer, Larry Lüer, Wei Meng, Baolin Zhao, Chao Liu, Manuel Daum, Andres Osvet, Ning Li, Marcus Halik, Tobias Stubhan, Yicheng Zhao, Jens Hauch, Christoph J. Brabec

Citations: 52 • 2021

Dimensional Control over Metal Halide Perovskite Crystallization Guided by Active Learning

Zhi Li, Philip W. Nega, Mansoor Ani Najeeb Nellikkal, Chaochao Dun, Mat­thias Zeller, Jeffrey J. Urban, Wissam A. Saidi, Joshua Schrier, Alexander J. Norquist, Emory M. Chan

Citations: 34 • 2022

Using automated serendipity to discover how trace water promotes and inhibits lead halide perovskite crystal formation

Philip W. Nega, Zhi Li, Victor Ghosh, Janak Thapa, Shijing Sun, Noor Titan Putri Hartono, Mansoor Ani Najeeb Nellikkal, Alexander J. Norquist, Tonio Buonassisi, Emory M. Chan, Joshua Schrier

Citations: 26 • 2021

Implicit Tandem Organic–Inorganic Hybrid Perovskite Solar Cells Based on Internal Dye Sensitization: Robotized Screening, Synthesis, Device Implementation, and Theoretical Insights

Allan Starkholm, Lars Kloo, Per H. Svensson

Citations: 21 • 2020

New Strategy and Excellent Fluorescence Property of Unique Core–Shell Structure Based on Liquid Metals/Metal Halides

Liangfei Duan, Yumin Zhang, Jianhong Zhao, Jin Zhang, Qian Li, Qingjie Lu, Li Fu, Jing Liu, Qingju Liu

Citations: 20 • 2022

AI‐Driven Robot Enables Synthesis‐Property Relation Prediction for Metal Halide Perovskites in Humid Atmosphere

Ansuman Halder, Maher B. Alghalayini, Shuan Cheng, Nikil Thalanki, Tung V. N. Nguyen, Abigail R. Hering, Do Kyung Lee, Simon Arnold, Marina S. Leite, Edward S. Barnard, Aleksandr Razumtcev, Arian Gashi, Yi‐Ru Liu, Marcus M. Noack, Shijing Sun, Carolin M. Sutter‐Fella

Citations: 11 • 2025

Autonomous multi-robot synthesis and optimization of metal halide perovskite nanocrystals

Jinge Xu, Arup Ghorai, Fazel Bateni, Nikolai Mukhin, K.S.A. Latif, Andrew Cahn, Pragyan Jha, Fernando Delgado‐Licona, Sina Sadeghi, Milad Abolhasani

Citations: 9 • 2025

Robot-Accelerated Perovskite Investigation and Discovery (RAPID): 1. Inverse Temperature Crystallization

Zhi Li, Mansoor Ani Najeeb, Liana Alves, Alyssa Sherman, Peter Cruz Parrilla, Ian M. Pendleton, Mat­thias Zeller, Joshua Schrier, Alexander J. Norquist, Emory M. Chan

Citations: 9 • 2019

Surface Cation Cross‐Locking Enables Non‐Destructive “On‐Demand” Synthesis of Anion‐Exchanged CsPbX ₃ Perovskite Nanocrystals

Guangguang Huang, Kaiwei Sun, Xinyang Xiong, Long Song, Gaoke Liu, Chaofang Zheng, Feilong Yu, Zuliang Du

Citations: 8 • 2024

Robot-Accelerated Perovskite Investigation and Discovery (RAPID): 1. Inverse Temperature Crystallization

Zhi Li, Mansoor Ani Najeeb, Liana Alves, Alyssa Sherman, Peter Cruz Parrilla, Ian M. Pendleton, Mat­thias Zeller, Joshua Schrier, Alexander J. Norquist, Emory M. Chan

Citations: 8 • 2019

Over a Decade of Progress in Metal‐Halide Perovskite Light‐Emitting Diodes

Tae‐Woo Lee

Citations: 7 • 2025

Elucidating the Weakly Reversible Cs-Pb-Br Perovskite Nanocrystal Reaction Network with High-Throughput Maps and Transformations

Jakob C. Dahl, Xingzhi Wang, Xiao Huang, Emory M. Chan, A. Paul Alivisatos

Citations: 4 • 2020