Papers citing Exploring Optimal Water Splitting Bifunctional Alloy Catalyst by Pareto Active Learning
A unified active learning framework for photosensitizer design
Chemical Science · 2025
Yizhe Chen, Shomik Verma, Kevin P. Greenman, Haoyu Yin, Zhihao Wang, Lanjing Wang, Jiali Li, Rafael Gómez‐Bombarelli, Aron Walsh, Xiaonan Wang
Read original paper ↗ ·Interfacial and electronic engineering of Pd@NiFe-MOF heterojunctions for efficient bifunctional water splitting
International Journal of Hydrogen Energy · 2025
T. Govindaraj, S. Kamalakannan, M. Navaneethan
Read original paper ↗ ·Design Principles for Non-Iridium-Based Oxygen Evolution Catalysts in Proton Exchange Membrane Water Electrolyzers
ACS Energy Letters · 2025
Hyunsoo Ahn, Hyunsoo Ji, Junseok Moon, Megalamane Siddaramappa Bootharaju, Taeghwan Hyeon, Byoung-Hoon Lee
Read original paper ↗ ·A Conceptual Framework for Uncertainty-Aware Active Learning in Compositional Design Spaces with Multiple Objectives
Journal of Computational and Data-Driven Materials Engineering · 2026
Isabella Garcia, Diego Herrera
Read original paper ↗ ·Uncertainty estimation affects predictor selection and its calibration improves materials optimization
Journal of Materials Informatics · 2026
Yuan Jiang, Jinshan Li, Tinghuan Yuan, Jun Wang, Bin Tang, Xinping Mao, Gang Li, Ruihao Yuan
Read original paper ↗ ·Discovery of High-Performance Ni 0.62 Fe 0.23 Ce 0.15 O Electrocatalyst for Oxygen Evolution Reaction via Active Machine Learning
ACS Nano · 2026
Miaomiao Xue, Wenxuan Fan, Zaibin Xue, Xudong Xu, Zeyang Zhang, Xinyue Hu, Xiaoran Lu, Liming Wu, Mingkai Liu, Zijian Tian, Zhenyuan Teng, Qilun Wang, Yan Yan, Ben Liu
Read original paper ↗ ·Adaptive Experiment Planning for Inverse Design and Understanding: Synergistic Interactions as Key to Optimized Multi-Promoter Formulations
ACS Catalysis · 2026
Charles W. P. Pare, Aybike Terzi, Christian Künkel, Michael Geske, Raoul Naumann d’Alnoncourt, Christoph Scheurer, Frank Rosowski, Karsten Reuter
Read original paper ↗ ·Synergistic Optimization of NiFe‐LDH‐Based Composite Electrocatalysts Through Ce Doping and RuO 2 Modification for Efficient Overall Water Splitting
Chemistry - An Asian Journal · 2026
Aoxing Zhao, Ruiling Hu, Kexin Zhu, Min Zhao, Congrong Wang, Miao Zhang, Lei Yang, Wanbing Gong, Jianguo Lv
Read original paper ↗ ·Fabrication of superhydrophilic cotton-like Co2P/NiFeS heterojunction electrocatalyst via interfacial electrodeposition for efficient overall water splitting
Journal of Colloid and Interface Science · 2026
Hongtao Zhou, siyan lv, Baochen Tian, Jiaming Wu, Yuehong Zhang, Caisheng Li, Zhihuan Zheng, Yanhong Peng, Zejie Zhang, Xinjun Bao
Read original paper ↗ ·Intense Pulsed Light-Driven Flash Thermal-Shock Synthesis: A Frontier Strategy for Ultrafast Nanomaterial Design
Accounts of Materials Research · 2026
Euichul Shin, Dogyeong Jeon, Hamin Shin, Jun‐Hwe Cha, Il‐Doo Kim
Read original paper ↗ ·Unveiling bootstrap uncertainty bias: understanding bagging efficiency over Gaussian processes in materials active learning
npj Computational Materials · 2026
Zishuo Lan, Yiming Chen, Xiaobing Hu, Junjie Li, Dezhen Xue, Jincheng Wang
Read original paper ↗ ·From Data to Discovery: Crafting Data‐Driven Frameworks for Advancing OER Electrocatalysts
Advanced Functional Materials · 2026
Lu Jia, Zihao Jin, Yueyang Tan, Zhongyan Zhang, Yayun Pu, Yang‐Gang Wang, Limin Huang
Read original paper ↗ ·Carbon‐Encapsulated CoNi Alloy Nanocrystal Derived From a Series of Ni‐Doped [Co(1‐MI) 6 ]·[B 5 O 6 (OH) 4 ] 2 ·DMF 2 for Ultralong‐Life Zinc–Air Batteries
ChemSusChem · 2026
Hao Liu, Xiao-Ting Zhang, Cun-Mao Chen, Chun‐Yang Pan
Read original paper ↗ ·Interfacial segregation-driven machine learning: discovery of synergistic strength-ductility-high resistivity in titanium alloys
Acta Materialia · 2026
Yixin An, Miao Song, Junyang He, Jiayu Pan, Haikun Xu, Xiaoyong Zhang, Kechao Zhou, Bingfeng Wang
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