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RESEARCH PAPER · Angewandte Chemie · 2022

Maschinelles Lernen zur Vorhersage chemischer Reaktivität: Die Bedeutung “gescheiterter” Experimente

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8 direct citing papers in this saved network. Explore the next layer with second-order citations.

Open in your workspace →Saved 2026-10-14 · complete coverage
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Maschinelles Lernen zur Vorhersage chemischer Reaktivität: Die Bedeutung “gescheiterter” ExperimenteOriginalDeep Learning for Additive Screening in Perovskite Light‐Emitting Diodes5Deep Learning for Additive Screening in Perovskite Light‐Emitting Diodes40Enantioconvergent Synthesis of α‐Fluoroalkyl Alcohols Enabled by Photocatalytic Radical Brook Rearrangement2Enantioconvergent Synthesis of α‐Fluoroalkyl Alcohols Enabled by Photocatalytic Radical Brook Rearrangement28Generality‐Driven Optimization of Enantio‐ and Regioselective Mono‐Reduction of 1,2‐Dicarbonyls by High‐Throughput Experimentation and Machine Learning0Design and Experimental Validation of a Photocatalyst Recommender Based on a Large Language Model0Stufenweises diversitätsbeschränktes maschinelles Lernen für die Optimierung hochdimensionaler Reaktionsbedingungen0ScopeMap: An AI‐Assisted, Human‐in‐the‐Loop Workflow for Mapping Reaction Scope and Boundaries0

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  1. Deep Learning for Additive Screening in Perovskite Light‐Emitting Diodes

    Angewandte Chemie · 2022-07-20

    Liang Zhang, Na Li, Dawei Liu, Guanhong Tao, Weidong Xu, Mengmeng Li, Ying Chu, Chensi Cao, Feiyue Lu, Chenjie Hao, Ju Zhang, Yu Lian Cao, Feng Gao, Nana Wang, Lin Sen Zhu, Wei Huang, Jianpu Wang

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  2. Deep Learning for Additive Screening in Perovskite Light‐Emitting Diodes

    Angewandte Chemie International Edition · 2022-07-20

    Liang Zhang, Na Li, Dawei Liu, Guanhong Tao, Weidong Xu, Mengmeng Li, Ying Chu, Chensi Cao, Feiyue Lu, Chenjie Hao, Ju Zhang, Yu Lian Cao, Feng Gao, Nana Wang, Lin Sen Zhu, Wei Huang, Jianpu Wang

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  3. Enantioconvergent Synthesis of α‐Fluoroalkyl Alcohols Enabled by Photocatalytic Radical Brook Rearrangement

    Angewandte Chemie · 2025-05-14

    Yunhong Niu, Chenyu Jin, Xiaoqian He, Shenna Deng, Gang Zhou, Shanshan Liu, Xiao Yuan Shen

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  4. Enantioconvergent Synthesis of α‐Fluoroalkyl Alcohols Enabled by Photocatalytic Radical Brook Rearrangement

    Angewandte Chemie International Edition · 2025-05-14

    Yunhong Niu, Chenyu Jin, Xiaoqian He, Shenna Deng, Gang Zhou, Shanshan Liu, Xiao Yuan Shen

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  5. Generality‐Driven Optimization of Enantio‐ and Regioselective Mono‐Reduction of 1,2‐Dicarbonyls by High‐Throughput Experimentation and Machine Learning

    Angewandte Chemie · 2025-11-02

    Terim Seo, Dong-Hun Kim, Shinwon Ham, You Kyoung Chung, Inho Jeong, Joonsuk Huh, Hyunwoo Kim, Do Hyun Ryu

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  6. Design and Experimental Validation of a Photocatalyst Recommender Based on a Large Language Model

    Angewandte Chemie · 2025-12-09

    Francis Millward, Michał Kulczykowski, Jay Badland‐Shaw, Sara Szymkuć, Rajan Suraksha, Aniket Kumar Srivastawa, Violaine Manet, Máire Griffin, Megan Amy Bryden, Thomas A. Comerford, Lea Hämmerling, Aminata Mariko, Bartosz A. Grzybowski, Eli Zysman‐Colman

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  7. Stufenweises diversitätsbeschränktes maschinelles Lernen für die Optimierung hochdimensionaler Reaktionsbedingungen

    Angewandte Chemie · 2026-02-15

    Shu‐Wen Li, Shan Chen, João C. A. Oliveira, Shimin Zhang, Lutz Ackermann, Xin Hong

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  8. ScopeMap: An AI‐Assisted, Human‐in‐the‐Loop Workflow for Mapping Reaction Scope and Boundaries

    Angewandte Chemie · 2026-05-06

    Jiawei Li, Xiao Xiao, Qi Yang, Baoguo Zhao, Sanzhong Luo

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