<?xml version='1.0' encoding='UTF-8'?><codeBook xmlns="ddi:codebook:2_5" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="ddi:codebook:2_5 https://ddialliance.org/Specification/DDI-Codebook/2.5/XMLSchema/codebook.xsd" version="2.5"><docDscr><citation><titlStmt><titl>Replication Data for: Neural network assisted analysis of bimetallic nanocatalysts using X-ray absorption near edge structure spectroscopy</titl><IDNo agency="DOI">doi:10.7910/DVN/CW8AHF</IDNo></titlStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><distDate>2020-09-24</distDate></distStmt><verStmt source="archive"><version date="2020-09-24" type="RELEASED">1</version></verStmt><biblCit>Marcella, Nicholas; Liu, Yang; Timoshenko, Janis; Guan, Erjia; Luneau,Mathilde; Shriman, Tanya; Plonka, Anna M.; van der Hoeven, Jessi E. S.; Aizenberg, Joanna; Friend, Cynthia M.; Frenkel, Anatoly I., 2020, "Replication Data for: Neural network assisted analysis of bimetallic nanocatalysts using X-ray absorption near edge structure spectroscopy", https://doi.org/10.7910/DVN/CW8AHF, Harvard Dataverse, V1</biblCit></citation></docDscr><stdyDscr><citation><titlStmt><titl>Replication Data for: Neural network assisted analysis of bimetallic nanocatalysts using X-ray absorption near edge structure spectroscopy</titl><IDNo agency="DOI">doi:10.7910/DVN/CW8AHF</IDNo></titlStmt><rspStmt><AuthEnty affiliation="Stony Brook University">Marcella, Nicholas</AuthEnty><AuthEnty affiliation="Stony Brook University">Liu, Yang</AuthEnty><AuthEnty affiliation="Stony Brook University">Timoshenko, Janis</AuthEnty><AuthEnty affiliation="Stony Brook University">Guan, Erjia</AuthEnty><AuthEnty affiliation="Harvard University">Luneau,Mathilde</AuthEnty><AuthEnty affiliation="Harvard University">Shriman, Tanya</AuthEnty><AuthEnty affiliation="Stony Brook University">Plonka, Anna M.</AuthEnty><AuthEnty affiliation="Harvard University">van der Hoeven, Jessi E. S.</AuthEnty><AuthEnty affiliation="Harvard University">Aizenberg, Joanna</AuthEnty><AuthEnty affiliation="Harvard University">Friend, Cynthia M.</AuthEnty><AuthEnty affiliation="Stony Brook University">Frenkel, Anatoly I.</AuthEnty></rspStmt><prodStmt><grantNo agency="U.S. Department of Energy, Office of Science, Basic Energy Sciences">DE-SC0012573</grantNo></prodStmt><distStmt><distrbtr source="archive">Harvard Dataverse</distrbtr><contact affiliation="Stony Brook University" email="anatoly.frenkel@stonybrook.edu">Frenkel, Anatoly I.</contact><depositr>Miller, Jeffrey</depositr><depDate>2020-09-24</depDate></distStmt><holdings URI="https://doi.org/10.7910/DVN/CW8AHF"/></citation><stdyInfo><subject><keyword xml:lang="en">Chemistry</keyword></subject><abstract>The data underlying this published work have been made publicly available in this repository as part of the IMASC Data Management Plan. This work was supported as part of the Integrated Mesoscale Architectures for Sustainable Catalysis (IMASC), an Energy Frontier Research Center funded by the U.S. Department of Energy, Office of Science, Basic Energy Sciences under Award # DE-SC0012573.</abstract><sumDscr/></stdyInfo><method><dataColl><sources/></dataColl><anlyInfo/></method><dataAccs><setAvail/><useStmt/><notes type="DVN:TOU" level="dv">&lt;a href="http://creativecommons.org/publicdomain/zero/1.0">CC0 1.0&lt;/a></notes></dataAccs><othrStdyMat><relPubl><citation><titlStmt><titl>Phys. Chem. Chem. Phys., 2020, 22, 18902--18910</titl><IDNo agency="doi">10.1039/D0CP02098B</IDNo></titlStmt><biblCit>Phys. Chem. Chem. 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