000 03094cam a2200469Ia 4500
001 on1112421055
003 OCoLC
005 20220711203529.0
006 m d
007 cr un|---aucuu
008 190824s2019 gw ob 001 0 eng d
040 _aEBLCP
_beng
_cEBLCP
_dDG1
_dOCLCF
020 _a9783527802258
020 _a3527802258
020 _a9783527802265
_q(electronic bk. : oBook)
020 _a3527802266
_q(electronic bk. : oBook)
020 _z9783527341214
_q(print)
024 7 _a10.1002/9783527802265
_2doi
029 1 _aAU@
_b000066004754
029 1 _aCHVBK
_b573886369
029 1 _aCHDSB
_b007122274
035 _a(OCoLC)1112421055
050 4 _aQD905.2
082 0 4 _a548
_223
049 _aMAIN
245 0 0 _aMaterials Informatics
_h[electronic resource] :
_bMethods, Tools, and Applications /
_cedited by Olexandr Isayev, Alexander Tropsha, Stefano Curtarolo.
260 _aWeinheim, Germany :
_bWiley-VCH,
_c2019.
300 _a1 online resource (306 p.)
505 0 _aCrystallography Open Database: History, Development, and Perspectives / Saulius Gražulis, Andrius Merkys, Antanas Vaitkus, Daniel Chateigner, Luca Lutterotti, Peter Moeck, Miguel Quiros, Robert T Downs, Werner Kaminsky, Armel Le Bail -- The Inorganic Crystal Structure Database (ICSD): A Tool for Materials Sciences / Stephan Rühl -- Pauling File: Toward a Holistic View / Pierre Villars, Karin Cenzual, Roman Gladyshevskii, Shuichi Iwata -- From Topological Descriptors to Expert Systems: A Route to Predictable Materials / Alexander P Shevchenko, Eugeny V Alexandrov, Olga A Blatova, Denis E Yablokov, Vladislav A Blatov -- A High-Throughput Computational Study Driven by the AiiDA Materials Informatics Framework and the PAULING FILE as Reference Database / Martin Uhrin, Giovanni Pizzi, Nicolas Mounet, Nicola Marzari, Pierre Villars -- Modeling Materials Quantum Properties with Machine Learning / Felix A Faber, O Anatole von Lilienfeld -- Automated Computation of Materials Properties / Cormac Toher, Corey Oses, Stefano Curtarolo -- Cognitive Chemistry: The Marriage of Machine Learning and Chemistry to Accelerate Materials Discovery / Edward O Pyzer-Knapp -- Machine Learning Interatomic Potentials for Global Optimization and Molecular Dynamics Simulation / Ivan A Kruglov, Pavel E Dolgirev, Artem R Oganov, Arslan B Mazitov, Sergey N Pozdnyakov, Efim A Mazhnik, Alexey V Yanilkin.
504 _aIncludes bibliographical references and index.
500 _aDescription based upon print version of record.
650 0 _aCrystallography.
_93062
650 7 _aCrystallography.
_2fast
_0(OCoLC)fst00884652
_93062
655 4 _aElectronic books.
_93294
700 1 _aIsayev, Olexandr.
_98527
700 1 _aTropsha, Alex.
_98528
700 1 _aCurtarolo, S.
_q(Stefano)
_98529
776 0 8 _iPrint version:
_aIsayev, Olexandr
_tMaterials Informatics : Methods, Tools, and Applications
_dNewark : John Wiley & Sons, Incorporated,c2019
_z9783527341214
856 4 0 _uhttps://doi.org/10.1002/9783527802265
_zWiley Online Library
942 _cEBK
994 _a92
_bDG1
999 _c69124
_d69124