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• Title:Materials Informatics : Methods, Tools, and Applications / edited by Olexandr Isayev, Alexander Tropsha, Stefano Curtarolo.
  
• ISBN:3527802258
  9783527802265
  3527802266
  9783527802258
  9783527341214
  
• Published/Created:Weinheim, Germany : Wiley-VCH, 2019.
  
• Physical Description:1 online resource (306 pages)
  
• Links:Online book
  

• Yale Holdings

  Holdings Record Display

  • Location:Yale Internet Resource
    Information about Off Campus Access
    
    
  • Call Number: None
    
  • Status:No information available 
  • Notes: Online resource
    

   
• Local Notes:Access is available to the Yale community.
  
• Notes:Print version record.
  
• Access and use:Access restricted by licensing agreement.
• Variant and related titles:Knovel. OCLC KB.
  
• Other formats:Print version: Isayev, Olexandr. Materials Informatics : Methods, Tools, and Applications. Newark : John Wiley & Sons, Incorporated, ©2019
  
• Format:Book
• BibliographyIncludes bibliographical references and index.
  
• Contents:Crystallography 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.
  
• Subjects:Crystallography.
  Crystallography.
  
• Also listed under:Isayev, Olexandr.
  Tropsha, Alex.
  Curtarolo, S. (Stefano)