Machine-learning-guided tungsten single atoms promote oxyhydroxides for noble-metal-free water electrolysis.

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Title: Machine-learning-guided tungsten single atoms promote oxyhydroxides for noble-metal-free water electrolysis.
Authors: Kim J; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea.; School of Chemical and Biological Engineering, Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Kwon IS; Beamline Science Team, 4GSR Accelerator Research Division, Pohang Accelerator Laboratory, Pohang University of Science and Technology, Pohang, Republic of Korea.; Department of Energy Science & Engineering, Kunsan National University, Gunsan, Republic of Korea., Lim J; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea.; Division of Chemical and Material Metrology, Korea Research Institute of Standards and Science (KRISS), Daejeon, Republic of Korea., Lee SA; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea.; Liquid Sunlight Alliance (LiSA), Department of Applied Physics and Materials Science, California Institute of Technology, Pasadena, CA, USA., Cheon WS; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea., Cho JH; Department of Materials Science and Engineering, Korea University, Seoul, Republic of Korea., Park SH; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea., Kim YJ; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea., Lee MG; Department of Materials Science and Engineering, Incheon National University, Incheon, Republic of Korea., Kwon KC; Division of Chemical and Material Metrology, Korea Research Institute of Standards and Science (KRISS), Daejeon, Republic of Korea.; Department of Applied Measurement Science, University of Science and Technology (UST), Daejeon, Republic of Korea., Park SH; Division of Chemical and Material Metrology, Korea Research Institute of Standards and Science (KRISS), Daejeon, Republic of Korea. psh@kriss.re.kr.; Department of Applied Measurement Science, University of Science and Technology (UST), Daejeon, Republic of Korea. psh@kriss.re.kr., Kim SY; Department of Materials Science and Engineering, Korea University, Seoul, Republic of Korea. sooyoungkim@korea.ac.kr., Jang HW; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea. hwjang@snu.ac.kr.; Advanced Institute of Convergence Technology, Seoul National University, Suwon, Republic of Korea. hwjang@snu.ac.kr.
Source: Nature communications [Nat Commun] 2026 Jan 29; Vol. 17 (1). Date of Electronic Publication: 2026 Jan 29.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101528555 Publication Model: Electronic Cited Medium: Internet ISSN: 2041-1723 (Electronic) Linking ISSN: 20411723 NLM ISO Abbreviation: Nat Commun Subsets: MEDLINE; PubMed not MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:2041-1723
DOI:10.1038/s41467-026-68735-3