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- [21] Perspective: Materials informatics and big data: Realization of the "fourth paradigm" of science in materials scienceAPL MATERIALS, 2016, 4 (05):Agrawal, Ankit论文数: 0 引用数: 0 h-index: 0机构: Northwestern Univ, Dept Elect Engn & Comp Sci, Evanston, IL 60208 USA Northwestern Univ, Dept Elect Engn & Comp Sci, Evanston, IL 60208 USAChoudhary, Alok论文数: 0 引用数: 0 h-index: 0机构: Northwestern Univ, Dept Elect Engn & Comp Sci, Evanston, IL 60208 USA Northwestern Univ, Dept Elect Engn & Comp Sci, Evanston, IL 60208 USA
- [22] NLP meets materials science: Quantifying the presentation of materials data in literatureMATTER, 2024, 7 (03) : 723 - 727Sayeed, Hasan M.论文数: 0 引用数: 0 h-index: 0机构: Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USA Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USASmallwood, Wade论文数: 0 引用数: 0 h-index: 0机构: Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USA Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USABaird, Sterling G.论文数: 0 引用数: 0 h-index: 0机构: Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USA Univ Toronto, Accelerat Consortium, 80 St George St, Toronto, ON M5S 3H6, Canada Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USASparks, Taylor D.论文数: 0 引用数: 0 h-index: 0机构: Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USA Univ Utah, Dept Mat Sci & Engn, 122 Cent Campus Dr, Salt Lake City, UT 84112 USA
- [23] Merging Materials and Data Science: Opportunities, Challenges, and Education in Materials InformaticsMRS ADVANCES, 2020, 5 (07) : 329 - 346Oweida, Thomas J.论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USA North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USAMahmood, Akhlak论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USA North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USAManning, Matthew D.论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USA North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USA论文数: 引用数: h-index:机构:Yingling, Yaroslava G.论文数: 0 引用数: 0 h-index: 0机构: North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USA North Carolina State Univ, Dept Mat Sci & Engn, 911 Partners Way, Raleigh, NC 27695 USA
- [24] Merging Materials and Data Science: Opportunities, Challenges, and Education in Materials InformaticsMRS Advances, 2020, 5 : 329 - 346Thomas J. Oweida论文数: 0 引用数: 0 h-index: 0机构: North Carolina State University,Department of Materials Science and EngineeringAkhlak Mahmood论文数: 0 引用数: 0 h-index: 0机构: North Carolina State University,Department of Materials Science and EngineeringMatthew D. Manning论文数: 0 引用数: 0 h-index: 0机构: North Carolina State University,Department of Materials Science and EngineeringSergei Rigin论文数: 0 引用数: 0 h-index: 0机构: North Carolina State University,Department of Materials Science and EngineeringYaroslava G. Yingling论文数: 0 引用数: 0 h-index: 0机构: North Carolina State University,Department of Materials Science and Engineering
- [25] Roadmap on data-centric materials scienceMODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING, 2024, 32 (06)Bauer, Stefan论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Munich, Sch Computat Informat & Technol, Garching, Germany Helmholtz AI, Munich, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyBenner, Peter论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Dynam Complex Tech Syst, Magdeburg, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyBereau, Tristan论文数: 0 引用数: 0 h-index: 0机构: Heidelberg Univ, Inst Theoret Phys, Heidelberg, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyBlum, Volker论文数: 0 引用数: 0 h-index: 0机构: Duke Univ, Thomas Lord Dept Mech Engn & Mat Sci, Morrisville, NC USA Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyBoley, Mario论文数: 0 引用数: 0 h-index: 0机构: Monash Univ, Dept Data Sci & AI, Monash, Australia Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyCarbogno, Christian论文数: 0 引用数: 0 h-index: 0机构: Fritz Haber Inst Max Planck Soc, NOMAD Lab, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyCatlow, C. Richard A.论文数: 0 引用数: 0 h-index: 0机构: Cardiff Univ, Max Planck Cardiff Ctr Fundamentals Heterogeneous, FUNCAT, Sch Chem, Cardiff, Wales Cardiff Univ, Cardiff Catalysis Inst, Sch Chem, Cardiff, Wales UK Catalysis Hub, Res Complex Harwell, RAL, Oxford, England UCL, Dept Chem, London, England Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyDehm, Gerhard论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyEibl, Sebastian论文数: 0 引用数: 0 h-index: 0机构: Max Planck Comp & Data Facil, Rosenheim, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyErnstorfer, Ralph论文数: 0 引用数: 0 h-index: 0机构: Tech Univ Berlin, Inst Opt & Atom Phys, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyFekete, Adam论文数: 0 引用数: 0 h-index: 0机构: Humboldt Univ, Dept Phys & CSMB, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyFoppa, Lucas论文数: 0 引用数: 0 h-index: 0机构: Fritz Haber Inst Max Planck Soc, NOMAD Lab, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyFratzl, Peter论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Colloids & Interfaces, Golm, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyFreysoldt, Christoph论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyGault, Baptiste论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Imperial Coll, Dept Mat, London, England Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyGhiringhelli, Luca M.论文数: 0 引用数: 0 h-index: 0机构: Fritz Haber Inst Max Planck Soc, NOMAD Lab, Berlin, Germany Friedrich Alexander Univ Erlangen Nurnberg FAU, Dept Mat Sci & Engn, Erlangen, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyGiri, Sajal K.论文数: 0 引用数: 0 h-index: 0机构: Northwestern Univ, Dept Chem, Evanston, IL USA Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyGladyshev, Anton论文数: 0 引用数: 0 h-index: 0机构: Humboldt Univ, Dept Phys & CSMB, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyGoyal, Pawan论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Dynam Complex Tech Syst, Magdeburg, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyHattrick-Simpers, Jason论文数: 0 引用数: 0 h-index: 0机构: Univ Toronto, Dept Mat Sci & Engn, Toronto, ON, Canada Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKabalan, Lara论文数: 0 引用数: 0 h-index: 0机构: Cardiff Univ, Max Planck Cardiff Ctr Fundamentals Heterogeneous, FUNCAT, Sch Chem, Cardiff, Wales STFC Hartree Ctr, Daresbury Lab, Warrington, England Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKarpov, Petr论文数: 0 引用数: 0 h-index: 0机构: Max Planck Comp & Data Facil, Rosenheim, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKhorrami, Mohammad S.论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKoch, Christoph T.论文数: 0 引用数: 0 h-index: 0机构: Humboldt Univ, Dept Phys & CSMB, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKokott, Sebastian论文数: 0 引用数: 0 h-index: 0机构: Fritz Haber Inst Max Planck Soc, NOMAD Lab, Berlin, Germany Mol Simulat First Principles eV, D-14195 Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKosch, Thomas论文数: 0 引用数: 0 h-index: 0机构: Humboldt Univ, Dept Comp Sci, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKowalec, Igor论文数: 0 引用数: 0 h-index: 0机构: Cardiff Univ, Max Planck Cardiff Ctr Fundamentals Heterogeneous, FUNCAT, Sch Chem, Cardiff, Wales Cardiff Univ, Cardiff Catalysis Inst, Sch Chem, Cardiff, Wales Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyKremer, Kurt论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Polymer Res, Mainz, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyLeitherer, Andreas论文数: 0 引用数: 0 h-index: 0机构: Fritz Haber Inst Max Planck Soc, NOMAD Lab, Berlin, Germany Barcelona Inst Sci & Technol, Inst Ciencies Foton, ICFO, Barcelona, Spain Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyLi, Yue论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyLiebscher, Christian H.论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyLogsdail, Andrew J.论文数: 0 引用数: 0 h-index: 0机构: Cardiff Univ, Max Planck Cardiff Ctr Fundamentals Heterogeneous, FUNCAT, Sch Chem, Cardiff, Wales Cardiff Univ, Cardiff Catalysis Inst, Sch Chem, Cardiff, Wales Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyLu, Zhongwei论文数: 0 引用数: 0 h-index: 0机构: Cardiff Univ, Max Planck Cardiff Ctr Fundamentals Heterogeneous, FUNCAT, Sch Chem, Cardiff, Wales Cardiff Univ, Cardiff Catalysis Inst, Sch Chem, Cardiff, Wales Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyLuong, Felix论文数: 0 引用数: 0 h-index: 0机构: Monash Univ, Dept Data Sci & AI, Monash, Australia Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyMarek, Andreas论文数: 0 引用数: 0 h-index: 0机构: Max Planck Comp & Data Facil, Rosenheim, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyMerz, Florian论文数: 0 引用数: 0 h-index: 0机构: Lenovo HPC Innovat Ctr, Stuttgart, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyMianroodi, Jaber R.论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyNeugebauer, Joerg论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyPei, Zongrui论文数: 0 引用数: 0 h-index: 0机构: NYU, New York, NY 10012 USA Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyPurcell, Thomas A. R.论文数: 0 引用数: 0 h-index: 0机构: Fritz Haber Inst Max Planck Soc, NOMAD Lab, Berlin, Germany Univ Arizona, Dept Chem & Biochem, Tucson, AZ USA Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyRaabe, Dierk论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyRampp, Markus论文数: 0 引用数: 0 h-index: 0机构: Max Planck Comp & Data Facil, Rosenheim, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyRossi, Mariana论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Struct & Dynam Matter, Hamburg, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyRost, Jan-Michael论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Phys Komplexer Syst, Dresden, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanySaal, James论文数: 0 引用数: 0 h-index: 0机构: Citrine Informat Inc, Redwood City, CA USA Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanySaalmann, Ulf论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Phys Komplexer Syst, Dresden, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanySasidhar, Kasturi Narasimha论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanySaxena, Alaukik论文数: 0 引用数: 0 h-index: 0机构: Max Planck Inst Sustainable Mat, Dusseldorf, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanySbailo, Luigi论文数: 0 引用数: 0 h-index: 0机构: Humboldt Univ, Dept Phys & CSMB, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, GermanyScheidgen, Markus论文数: 0 引用数: 0 h-index: 0机构: Humboldt Univ, Dept Phys & CSMB, Berlin, Germany Tech Univ Munich, Sch Computat Informat & Technol, Garching, Germany
- [26] Big data and machine learning for materials scienceDiscover Materials, 1 (1):Rodrigues J.F., Jr.论文数: 0 引用数: 0 h-index: 0机构: Institute of Mathematical Sciences and Computing, University of São Paulo (USP), SP, São Carlos Institute of Mathematical Sciences and Computing, University of São Paulo (USP), SP, São Carlos论文数: 引用数: h-index:机构:de Oliveira M.C.F.论文数: 0 引用数: 0 h-index: 0机构: Institute of Mathematical Sciences and Computing, University of São Paulo (USP), SP, São Carlos Institute of Mathematical Sciences and Computing, University of São Paulo (USP), SP, São CarlosDiamond D.论文数: 0 引用数: 0 h-index: 0机构: Insight Centre for Data Analytics, National Centre for Sensor Research, Dublin City University, Dublin 9, Dublin Institute of Mathematical Sciences and Computing, University of São Paulo (USP), SP, São CarlosOliveira O.N., Jr.论文数: 0 引用数: 0 h-index: 0机构: São Carlos Institute of Physics, University of São Paulo (USP), SP, São Carlos Institute of Mathematical Sciences and Computing, University of São Paulo (USP), SP, São Carlos
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- [29] Big data are shaping the future of materials scienceMRS Bulletin, 2013, 38 : 594 - 595Ashley A. White论文数: 0 引用数: 0 h-index: 0
- [30] Data-centric science for materials innovationMRS Bulletin, 2018, 43 : 659 - 663Isao Tanaka论文数: 0 引用数: 0 h-index: 0机构: Elements Strategy Initiative for Structural Materials of Kyoto University,Department of Materials Science and EngineeringKrishna Rajan论文数: 0 引用数: 0 h-index: 0机构: Elements Strategy Initiative for Structural Materials of Kyoto University,Department of Materials Science and EngineeringChristopher Wolverton论文数: 0 引用数: 0 h-index: 0机构: Elements Strategy Initiative for Structural Materials of Kyoto University,Department of Materials Science and Engineering