Papers citing Exploring Optimal Water Splitting Bifunctional Alloy Catalyst by Pareto Active Learning
D‐Band Center Optimization of Edge‐Rich Ultrathin RuZn Nanosheets With Moiré Superlattices for pH‐Universal Hydrogen Evolution Reaction
Small · 2023
Rui Yu, Xi Cao, Qingqing Chen, Wenjiang Li, Aijian Huang, Xianwen Wei, Junjie Mao
Read original paper ↗ ·The role of manganese-based catalyst in electrocatalytic water splitting: Recent research and progress
Materials Today Physics · 2023
Huichao Wang, Yuquan Yang, Jiajia Liu, Hongjing Wu, Kaili Wu, Kaili Wu, Kaili Wu, Chaojie Lyu, Jiwen Wu, Jiwen Wu, Woon‐Ming Lau, Qi Wu, Jinlong Zheng
Read original paper ↗ ·Recent Progress on Semiconductor Heterogeneous Photocatalysts in Clean Energy Production and Environmental Remediation
Catalysts · 2023
Nahal Goodarzi, Zahra Ashrafi-Peyman, Elahe Khani, Alireza Zaker Moshfegh
Read original paper ↗ ·Laser Synthesis of PtMo Single‐Atom Alloy Electrode for Ultralow Voltage Hydrogen Generation
Advanced Materials · 2023
Haifeng Yuan, Di Jiang, Zhimeng Li, Xiaoyu Liu, Zhenfei Tang, Xuzihan Zhang, Lili Zhao, Man Huang, Hong Liu, Kepeng Song, Weijia Zhou
Read original paper ↗ ·Designing Efficient Single-Atom Alloy Catalysts for Selective C═O Hydrogenation: A First-Principles, Active Learning and Microkinetic Study
ACS Applied Materials & Interfaces · 2023
Haisong Feng, Meng Zhang, Zhen Ge, Yuan Deng, Pengxin Pu, Wenyu Zhou, Hao Yuan, Jing Yang, Feng Li, Xin Zhang, Yong‐Wei Zhang
Read original paper ↗ ·In Situ Construction of Built‐In Opposite Electric Field Balanced Surface Adsorption for Hydrogen Evolution Reaction
Small · 2023
Tianyi Xu, Fuyu Tian, Dongxu Jiao, Jinchang Fan, Zhaoyong Jin, Lei Zhang, Wei Zhang, Lirong Zheng, David Joseph Singh, Lijun Zhang, Weitao Zheng, Xiaoqiang Cui
Read original paper ↗ ·A parallel array structured cobalt sulfide/nitrogen doped carbon nanocage/carbon fiber composite based on microfluidic spinning technology: a novel design to boost overall water splitting
Journal of Materials Chemistry A · 2024
Yige Zhao, Ting Li, Qing Wang, Yinyin Ai, Ruohan Hou, Aneela Habib, Guosheng Shao, Feng Wang, Peng Zhang
Read original paper ↗ ·Accelerating materials discovery for electrocatalytic water oxidation via center-environment deep learning in spinel oxides
Journal of Materials Chemistry A · 2024
Yihang Li, Xinying Zhang, Tao Li, Yingying Chen, Yi Liu, Lingyan Feng
Read original paper ↗ ·Accelerating materials research with a comprehensive data management tool: a case study on an electrochemical laboratory
Journal of Materials Chemistry A · 2024
Nico C. Röttcher, Gun Deniz Akkoc, S.M. Finger, Birk Fritsch, Jonas Möller, Karl J. J. Mayrhofer, Dominik Dworschak
Read original paper ↗ ·Automation and machine learning augmented by large language models in a catalysis study
Chemical Science · 2024
Yuming Su, Xue Wang, Yubo Ye, Yibo Xie, Yujing Xu, Yibin Jiang, Cheng Wang
Read original paper ↗ ·Bi-Functional Catalytic Activity of Ni-Ws2 Coated Stainless Steel Mesh for Effective Her & Oer
SSRN Electronic Journal · 2024
Revathy Sreekumar, R. Shilpa, Rakhi Raghavan Baby, Sreejakumari Sukumaran Suseelamma
Read original paper ↗ ·Electron transfer at the heterojunction interface of CoP/MoS 2 for efficient electrocatalytic hydrogen evolution reaction
RSC Advances · 2024
Lili Zhang, Aijiao Xu, Xinxing Shi, Huanhuan Zhang, Zongpeng Wang, Shijie Shen, Jitang Zhang, Wenwu Zhong
Read original paper ↗ ·High-entropy alloy nanocages with highly ordered {100} facets and ultrathin features for water splitting in an acidic medium
Journal of Materials Chemistry A · 2024
Keying Su, Shan Yang, Yulu Zhu, Yujia Liang, Yawen Tang, Xiaoyu Qiu
Read original paper ↗ ·Machine learning-aided understanding of the structure–activity relationship: a case study of MoS 2 supported metal–nonmetal pairs for the hydrogen evolution reaction
Nanoscale · 2024
Anjie Chen, Jinxin Sun, Junming Guan, Yaqi Liu, Yaqi Liu, Ying Han, Wenqi Zhou, Xinli Zhao, Yanbiao Wang, Yongjun Liu, Yongjun Liu, Xiuyun Zhang
Read original paper ↗ ·Research progress on direct borohydride fuel cells
Chemical Communications · 2024
Liu Liu, Junming Zhang, Ying Gang Zhao, Milin Zhang, Linzhi Wu, Piaoping Yang, Zhiliang Liu
Read original paper ↗ ·Self-assembly prediction of architecture-controlled bottlebrush copolymers in solution using graph convolutional networks
Soft Matter · 2024
Wooseop Hwang, Sangwoo Kwon, Won Bo Lee, YongJoo Kim
Read original paper ↗ ·Unlocking the potential: machine learning applications in electrocatalyst design for electrochemical hydrogen energy transformation
Chemical Society Reviews · 2024
Rui Fang Ding, Junhong Chen, Yuxin Chen, Jianguo Liu, Yoshio Bando, Xuebin Wang
Read original paper ↗ ·Expanding the Horizons of Machine Learning in Nanomaterials to Chiral Nanostructures
Advanced Materials · 2024
Vera A. Kuznetsova, Áine Coogan, Dmitry Botov, Yulia A. Gromova, Elena V. Ushakova, Yurii K. Gun’ko
Read original paper ↗ ·Retrievable Hierarchically Porous Ferroelectric Ceramics for “Greening” the Piezo‐Catalysis Process
Advanced Functional Materials · 2024
Hanyu Gong, Yan Zhang, Jingjing Ye, Xiang Zhou, Xuefan Zhou, Yan Zhao, Kaiyu Feng, Hang Luo, Dou Zhang, Chris Bowen
Read original paper ↗ ·Quenching induces the co-introduction of O vacancies and N dopants in Co-RuO2 to promote ampere-level current density hydrogen production
Chemical Engineering Journal · 2024
Yilin Wang, Xiaoli Sun, Yunmei Du, Shuangshuang Li, Mengmeng Wang, Yanru Liu, Lei Wang
Read original paper ↗ ·In Situ Electrodeposition of Ultralow Pt into NiFe-Metal-Organic Framework/Nickel Foam Nanosheet Arrays as a Bifunctional Catalyst for Overall Water Splitting
Inorganic Chemistry · 2024
Jiongting Yin, Cheng Wang, Jie Li, Shudi Yu, Zhengying Wu, Yangping Zhang, Yukou Du
Read original paper ↗ ·Discovering High Entropy Alloy Electrocatalysts in Vast Composition Spaces with Multiobjective Optimization
Journal of the American Chemical Society · 2024
Wenbin Xu, Elias Diesen, Tianwei He, Karsten Reuter, Johannes T. Margraf
Read original paper ↗ ·Enhanced oxygen evolution reaction using carbon-encapsulated Co-Fe-Al Alloy
Journal of Alloys and Compounds · 2024
Jaeeun Jeon, Kyu-bong Jang, Sunghwan Yeo, Kyoung Ryeol Park, Hayun Jeon, HyukSu Han, Heechae Choi, Sungwook Mhin
Read original paper ↗ ·Multifunctional high-entropy materials
Nature Reviews Materials · 2024
Liuliu Han, Shuya Zhu, Ziyuan Rao, Christina Scheu, Dirk Ponge, Alfred Ludwig, Hongbin Zhang, Oliver Gutfleisch, Horst Hahn, Zhiming Li, Dierk Raabe
Read original paper ↗ ·A study of the role of data and model uncertainty in active learning
Computational Materials Science · 2024
Yahao Li, Errui Jiang, Ziqi Ni, Wudi Li, Ming Huang, Fengyuan Zhao, Fengqi Liu, Yicong Ye, Shuxin Bai
Read original paper ↗ ·Present and Future of Emerging Catalysts in Gas Sensors for Breath Analysis
ACS Sensors · 2024
Jong Won Baek, Euichul Shin, Jin‐Ho Lee, Dong‐Ha Kim, Seon‐Jin Choi, Il‐Doo Kim
Read original paper ↗ ·High‐Throughput Screening of Co‐Fe‐Ni Electrocatalysts for High‐Current‐Density Water Electrolysis
ChemCatChem · 2024
Rajini P. Antony, Ridha Zerdoumi, Sascha Saddeler, Olga A. Krysiak, Lars Banko, Alfred Ludwig, Wolfgang W. Schuhmann
Read original paper ↗ ·Metal-free nitrogen-doped carbon-based electrocatalysts for oxygen reduction reaction in microbial fuel cells: Advances, challenges, and future directions
Nano Energy · 2024
Seyed Masoud Parsa, Zhijie Chen, Siran Feng, Yuanying Yang, Li Luo, Huu Hao Ngo, Wei Wei, Bing‐Jie Ni, Wenshan Guo
Read original paper ↗ ·N-Doped Carbon-Incorporated Cobalt–Iron Mixed-Metal Phosphide Nanoboxes as Efficient Bifunctional Catalysts for Overall Water Splitting
ACS Applied Materials & Interfaces · 2024
Hua Li, Shuiqiang Chen, Fang Su, Zheng Li, Kewen Tang
Read original paper ↗ ·Regulation of the activity interface in Ni–Co–Mn ternary aerogel catalysts for efficient water splitting
New Journal of Chemistry · 2025
Lei Ma, Zhi Xin Chen, Yongkang An, Chengzhi Pang, Fei Liang, Shiwen Wang, Xusheng Wang, Shengbin Wang, Sizhe Wang
Read original paper ↗ ·Confined Flash Pt1/WCx inside Carbon Nanotubes for Efficient and Durable Electrocatalysis
Nano Letters · 2025
Sheng Zhu, Qian Xu, Chong Guan, Yunzhen Chang, Gaoyi Han, Bing Deng
Read original paper ↗ ·“Similar stacking”‐inspired compressive strain of heterogeneous phosphide for efficient hydrogen evolution
Carbon Energy · 2025
Tianyi Xu, Dongxu Jiao, Jinchang Fan, Yilong Dong, Zhaoyong Jin, Lei Zhang, Wei Zhang, Jingxiang Zhao, Wei Zhang, Xiaoqiang Cui
Read original paper ↗ ·Asymmetric interfacial engineering regulated charge distribution on Ru/Ni-N-C sites for efficient hydrogen evolution reaction in alkaline and seawater electrolytes
Science China Chemistry · 2025
Rui Yu, Xi Cao, Chengyang Zhu, Qingqing Chen, Ziyi Yan, Binbin Jiang, Junjie Mao, Xianwen Wei
Read original paper ↗ ·Accelerated Discovery of Solvation Structure Engineering for Stable Aqueous Rechargeable Zinc Batteries via Physics‐Guided Bayesian Active Learning
Small · 2025
Minsu Kim, Minji Lee, Inyoung Choi, Jihye Oh, Sanga Paik, Areum Han, S K Lee, Hyerim Hwang, Jonggeol Na, Kwan Woo Nam
Read original paper ↗ ·Unlocking prediction and optimal design of CO2 methanation catalysts via active learning-enhanced interpretable ensemble learning
Chemical Engineering Journal · 2025
Qingchun Yang, Runjie Bao, Zhao Wang, Qiwen Guo, Yifei Pan, Xin Zhou
Read original paper ↗ ·Active Learning‐Driven Discovery of Sub‐2 Nm High‐Entropy Nanocatalysts for Alkaline Water Splitting
Advanced Functional Materials · 2025
Perumal Sakthivel, Da Bean Han, Thandapani Marimuthu, Taewaen Lim, Hyun Woo Kim, Junhyeok Seo
Read original paper ↗ ·Leveraging data mining, active learning, and domain adaptation for efficient discovery of advanced oxygen evolution electrocatalysts
Science Advances · 2025
Rui Fang Ding, Jianguo Liu, Kang Hua, Xuebin Wang, Xiaoben Zhang, Minhua Shao, Yuxin Chen, Junhong Chen
Read original paper ↗ ·Discovery of multi-metal-layered double hydroxides for decontamination of iodate by machine learning-assisted experiments
Journal of Hazardous Materials · 2025
Sujeong Lee, Juhwan Noh, Ho Jin Ryu
Read original paper ↗ ·Flash Thermal Shock Synthesis of Heterostructured Transition Metal Dichalcogenides and Carbides in Milliseconds
Advanced Materials · 2025
Euichul Shin, Dong‐Ha Kim, Mingyu Sagong, Jacob Choe, Seo Hak Park, Jaewan Ahn, Jong Won Baek, Minhyun Kim, Sungyoon Woo, Yujang Cho, Seon‐Jin Choi, Sang‐Joon Kim, Jong Min Yuk, Ju Li, Sung‐Yool Choi, Il‐Doo Kim
Read original paper ↗ ·From prediction to synthesis: DFT-active learning-guided design of multimetallic catalysts for hydrogen evolution
Chemical Engineering Journal · 2025
Minhee Park, Minki Kim, Yesol Kim, Yesol Kim, Seung Jae Kwak, Woo‐Bin Jung, Hee‐Tae Jung, Won Bo Lee, YongJoo Kim, YongJoo Kim
Read original paper ↗ ·High‐Entropy Materials for Water Splitting: An Atomic Nanoengineering Approach to Sustainable Hydrogen Production
Advanced Materials · 2025
Yufei Zhao, Jinhu Wu, Xianjun Cao, Dongfang Li, Peng Huang, Hong Gao, Qinfen Gu, Jinqiang Zhang, Guoxiu Wang, Hao Liu
Read original paper ↗ ·15 Years of Progress on Transition Metal-Based Electrocatalysts for Microbial Electrochemical Hydrogen Production: From Nanoscale Design to Macroscale Application
Nano-Micro Letters · 2025
Seyed Masoud Parsa, Zhijie Chen, Huu Hao Ngo, Wei Wei, Xinbo Zhang, Ying Liu, Bing‐Jie Ni, Wenshan Guo
Read original paper ↗ ·Machine Learning-Assisted Multiobjective Optimization of the Catalyst Layer in a Proton Exchange Membrane Water Electrolyzer
Industrial & Engineering Chemistry Research · 2025
Mei Liu, Mingyi Xu, Guangze Li, Jingde Li, Guihua Liu, Luis Ricardez‐Sandoval
Read original paper ↗ ·AI-driven design of multiprincipal element alloys for optimal water splitting
Proceedings of the National Academy of Sciences · 2025
Jihoon Kim, Dong Won Kim, Jong Hui Choi, William A. Goddard, Jeung Ku Kang
Read original paper ↗ ·Transforming Catalysis with Machine Learning: Emerging Tools and Next-Gen Strategies
ACS Applied Materials & Interfaces · 2025
Pengxin Pu, Haisong Feng, Xin Li Song, Si Wang, Jie J. Bao, Xin Zhang
Read original paper ↗ ·Beyond Presumptions: Toward Mechanistic Clarity in Metal‐Free Carbon Catalysts for Electrochemical H 2 O 2 Production via Data Science
Advanced Materials · 2025
Dayu Zhu, Hsiwen Wu, Xiao Wang, Jie Zhang
Read original paper ↗ ·Prospects of AI in advancing green hydrogen production: From materials to applications
Applied Physics Reviews · 2025
Doudou Zhang, Weisheng Pan, Haijiao Lu, Zhiliang Wang, Bikesh Gupta, Amanullah Maung Than Oo, Lianzhou Wang, Karsten Reuter, Haobo Li, Yijiao Jiang, Siva Krishna Karuturi
Read original paper ↗ ·Synthesis of Sulfur‐Doped PtRuNi Alloy Catalyst for Efficient Hydrogen Evolution Reaction
Small Methods · 2025
Minki Kim, Yesol Kim, Gukbo Kim, Aqil Jamal, Issam Gereige, Hee‐Tae Jung
Read original paper ↗ ·Recent key engineering strategies of 2D materials in AEM water splitting applications
Coordination Chemistry Reviews · 2025
Abhisek Majumdar, Hoang Tuan Nguyen, Naresh Raut, Keshav Raj Chapagain, Nam Hoon Kim, Duy Thanh Tran, Joong Hee Lee
Read original paper ↗ ·Active Learning‐Guided Accelerated Discovery of Ultra‐Efficient High‐Entropy Thermoelectrics
Advanced Materials · 2025
Hanhwi Jang, Wooseok Lee, Hwa‐Jung Kim, Sohyang Cha, Hosun Shin, Won Bo Lee, Min‐Wook Oh, Yeon Sik Jung, YongJoo Kim
Read original paper ↗ ·