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RESEARCH PAPER · Nature Chemical Engineering · 2025

Adaptive AI decision interface for autonomous electronic material discovery

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Adaptive AI decision interface for autonomous electronic material discoveryOriginalResource Allocation without Deliberation: Governance Structures in Autonomous Materials Experimentation0Review: advanced functional materials for photonic and extreme-environment applications—structure–property–performance relationships3Integrated design strategies for high-performance supercapacitors: a comprehensive review on the role of current collectors, electrode materials, electrolytes, and AI-driven optimization5Intelligent process systems engineering (iPSE) in the era of artificial intelligence and process electrification0IA para los datos, Ciencia para el criterio: un modelo de trabajo para la investigación científica0The Next Fifty Years: Drug Discovery in the Age of the Computational Self0AI for science: Progress, challenges, and perspectives2Improving Close-Contact Melting of Erythritol in Plate Heat Exchangers via Machine Learning0Emerging Strategies for High-Performance 3D-Printed Electrochemical Sensors: Challenges and AI/ML Integration0The artificial intelligence-empowered electrolyte innovations: emerging polymer electrolyte for rechargeable batteries0

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  1. Resource Allocation without Deliberation: Governance Structures in Autonomous Materials Experimentation

    Journal of Computational and Data-Driven Materials Engineering · 2025-01-01

    Fatima Zahra Amrani, Youssef Benali

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  2. Review: advanced functional materials for photonic and extreme-environment applications—structure–property–performance relationships

    Journal of Materials Science · 2026-03-17

    Mokhtar Hjiri, Nazir Mustapha, Maher Benamara

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  3. Integrated design strategies for high-performance supercapacitors: a comprehensive review on the role of current collectors, electrode materials, electrolytes, and AI-driven optimization

    Ionics · 2026-05-04

    Surender Gunalan, Ong Gerard, Thibeorchews Prasankumar, Fatin Saiha Omar, Shahid Bashir, Sasvat Sayee Ram Ramesh, K. Ramesh

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  4. Intelligent process systems engineering (iPSE) in the era of artificial intelligence and process electrification

    Green Energy & Environment · 2026-06-01

    Meng Qi, Xiaonan Wang

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  5. IA para los datos, Ciencia para el criterio: un modelo de trabajo para la investigación científica

    Anales de química · 2026-06-30

    Antonio M. Rodríguez, Carlos Eduardo Ynojosa Reyes

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  6. The Next Fifty Years: Drug Discovery in the Age of the Computational Self

    The EuroBiotech Journal · 2026-07-01

    Kosi Gramatikoff, Ed Judge, Klaus Brusgaard

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  7. AI for science: Progress, challenges, and perspectives

    The Innovation · 2026-08-01

    Yongjun Xu, Zezhi Shao, Xin Liu, Yuquan Li, Zhulin An, Chenguang Fu, Changping Huang, Lin Zhang, Feng Gao, Jian Li, Yuyang Li, Fanglong Yao, Anquan Xia, Kaihua CHEN, Xiaolong Zheng, Chuanguang Yang, Libo Huang, Fengliang Dong, Shanliang Yao, Zhao Zhang, Jue Wang, Qi Wang, Yuanzhuo Wang, Haisheng Li, Nachuan Xiao, Yuyang Wang, Guoshuang Feng, Puxiang Lai, Yuxuan Song, Tao Xu, Jie Yang, Yun Peng, Xiangbin Meng, Xin Peng, Kunjie Li, Yupeng Niu, Tiancheng Xu, Huiyu Xu, Tao Huang, Yong Han, Min Li, Jiayun Hou, Xiaoling Lü, Fangrong Yan, Yang Zhao, Yongyue Wei, Ming‐Jie Yin, Zongguo Wang, Leilei Xiang, Yubao Qiu, Jiangyuan Zeng, Yang Liu, Yue Chang, Sabine Grunwald, Willie J.G.M. Peijnenburg, Thilo Hofmann, Ronald Roepman, Jun Li, Gerd Dercon, Lianru Gao, Mariana Vezzone, Marko Virta, Sabine Dietmann, Deshuai Yuan, Fei Chen, Wei Chen, Kai Wu, Tao Chen, Haibo Zhang, Zuoqiang Yuan, Jifeng Han, Xuetao Zhu, Bin Zhang, Wentao Su, Wei Meng, Ming Zhang, Dachuan Zhang, Qingyan Wu, Xiaojie Lin, Xiayao Peng, Tao Yang, Wei Wu, Lei Gan, Meng Wan, Ye Ding, Zhongbao Wei, Shaohua Yang, Yunfei Zhang, Lijun Yang, Kun Yu, Yuanyuan Duan, Xingying Chen, Peng Jia, Ali Luo, Jiaben Lin, Cunshi Wang, Zhiting Zhang, Xinhe Liu, Dongchen Zhu, Peng Hu

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  8. Improving Close-Contact Melting of Erythritol in Plate Heat Exchangers via Machine Learning

    Journal of Thermal Science · 2026-08-27

    Jiajie Jiang, Zirui Li, Liwu Fan

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  9. Emerging Strategies for High-Performance 3D-Printed Electrochemical Sensors: Challenges and AI/ML Integration

    Advanced Powder Materials · 2026-09-01

    Hafsa Siddiqui, Aakarsh Etar, Jayesh Soni, S. Fernando Gomes, Thomas George Thundat, Shekhar Bhansali, Himanshu Upadhyay

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  10. The artificial intelligence-empowered electrolyte innovations: emerging polymer electrolyte for rechargeable batteries

    Journal of Energy Chemistry · 2026-10-01

    Zhen-Ning Guo, Kai-Hua Meng, Xiaohui Zhang, Yuchen Gao, Xiang Chen, Yu-Hang Yuan, Yan-Bin Gao, Ming-Zhe Shi, Ying-Ting Qiu, Dai-Wei Wang, Rui Zhang, Chen‐Zi Zhao, Chao Zhang, Sang-Young Lee, Qiang Zhang

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