View in EDS

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

Saved in:
Bibliographic Details
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
FullText Text:
  Availability: 0
Header DbId: mdl
DbLabel: MEDLINE Ultimate
An: 41611674
AccessLevel: 2
PubType: Academic Journal
PubTypeId: academicJournal
PreciseRelevancyScore: 0
IllustrationInfo
Items – Name: Title
  Label: Title
  Group: Ti
  Data: Machine-learning-guided tungsten single atoms promote oxyhydroxides for noble-metal-free water electrolysis.
– Name: Author
  Label: Authors
  Group: Au
  Data: <searchLink fieldCode="AU" term="%22Kim+J%22">Kim J</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Kwon+IS%22">Kwon IS</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Lim+J%22">Lim J</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Lee+SA%22">Lee SA</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Cheon+WS%22">Cheon WS</searchLink>; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Cho+JH%22">Cho JH</searchLink>; Department of Materials Science and Engineering, Korea University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Park+SH%22">Park SH</searchLink>; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kim+YJ%22">Kim YJ</searchLink>; Department of Materials Science and Engineering, Research Institute of Advanced Materials, Seoul National University, Seoul, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Lee+MG%22">Lee MG</searchLink>; Department of Materials Science and Engineering, Incheon National University, Incheon, Republic of Korea.<br /><searchLink fieldCode="AU" term="%22Kwon+KC%22">Kwon KC</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Park+SH%22">Park SH</searchLink>; 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.<br /><searchLink fieldCode="AU" term="%22Kim+SY%22">Kim SY</searchLink>; Department of Materials Science and Engineering, Korea University, Seoul, Republic of Korea. sooyoungkim@korea.ac.kr.<br /><searchLink fieldCode="AU" term="%22Jang+HW%22">Jang HW</searchLink>; 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.
– Name: TitleSource
  Label: Source
  Group: Src
  Data: <searchLink fieldCode="JN" term="%22101528555%22">Nature communications</searchLink> [Nat Commun] 2026 Jan 29; Vol. 17 (1). <i>Date of Electronic Publication: </i>2026 Jan 29.
– Name: TypePub
  Label: Publication Type
  Group: TypPub
  Data: Journal Article
– Name: TitleSource
  Label: Journal Info
  Group: Src
  Data: <i>Publisher: </i><searchLink fieldCode="PB" term="%22Nature+Pub%2E+Group%22">Nature Pub. Group </searchLink><i>Country of Publication: </i>England <i>NLM ID: </i>101528555 <i>Publication Model: </i>Electronic <i>Cited Medium: </i>Internet <i>ISSN: </i>2041-1723 (Electronic) <i>Linking ISSN: </i><searchLink fieldCode="IS" term="%2220411723%22">20411723 </searchLink><i>NLM ISO Abbreviation: </i>Nat Commun <i>Subsets: </i>MEDLINE; PubMed not MEDLINE
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=mdl&AN=41611674
RecordInfo BibRecord:
  BibEntity:
    Identifiers:
      – Type: doi
        Value: 10.1038/s41467-026-68735-3
    Languages:
      – Code: eng
        Text: English
    Titles:
      – TitleFull: Machine-learning-guided tungsten single atoms promote oxyhydroxides for noble-metal-free water electrolysis.
        Type: main
  BibRelationships:
    HasContributorRelationships:
      – PersonEntity:
          Name:
            NameFull: Kim J
      – PersonEntity:
          Name:
            NameFull: Kwon IS
      – PersonEntity:
          Name:
            NameFull: Lim J
      – PersonEntity:
          Name:
            NameFull: Lee SA
      – PersonEntity:
          Name:
            NameFull: Cheon WS
      – PersonEntity:
          Name:
            NameFull: Cho JH
      – PersonEntity:
          Name:
            NameFull: Park SH
      – PersonEntity:
          Name:
            NameFull: Kim YJ
      – PersonEntity:
          Name:
            NameFull: Lee MG
      – PersonEntity:
          Name:
            NameFull: Kwon KC
      – PersonEntity:
          Name:
            NameFull: Park SH
      – PersonEntity:
          Name:
            NameFull: Kim SY
      – PersonEntity:
          Name:
            NameFull: Jang HW
    IsPartOfRelationships:
      – BibEntity:
          Dates:
            – D: 29
              M: 01
              Text: 2026 Jan 29
              Type: published
              Y: 2026
          Identifiers:
            – Type: issn-electronic
              Value: 2041-1723
          Numbering:
            – Type: volume
              Value: 17
            – Type: issue
              Value: 1
          Titles:
            – TitleFull: Nature communications
              Type: main
ResultId 1