Cross-material catalyst discovery via deep learning.

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Bibliographic Details
Title: Cross-material catalyst discovery via deep learning.
Authors: Moon J; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Yoo S; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Shim J; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Heo S; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Kim JH; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Bootharaju MS; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Lee KS; Pohang Accelerator Laboratory (PAL), Pohang University of Science and Technology (POSTECH), Pohang, Republic of Korea., Ryu J; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Sung YE; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea., Hyeon T; Center for Nanoparticle Research, Institute for Basic Science (IBS), Seoul, Republic of Korea. thyeon@snu.ac.kr.; School of Chemical and Biological Engineering, and Institute of Chemical Processes, Seoul National University, Seoul, Republic of Korea. thyeon@snu.ac.kr.
Source: Nature materials [Nat Mater] 2026 May 28. Date of Electronic Publication: 2026 May 28.
Publication Type: Journal Article
Journal Info: Publisher: Nature Pub. Group Country of Publication: England NLM ID: 101155473 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1476-4660 (Electronic) Linking ISSN: 14761122 NLM ISO Abbreviation: Nat Mater Subsets: MEDLINE
Database: MEDLINE Ultimate
Description
ISSN:1476-4660
DOI:10.1038/s41563-026-02622-6