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Materials Informatics : Methods, Tools, and Applications /
| Clasificación: | Libro Electrónico |
|---|---|
| Otros Autores: | , , |
| Formato: | Electrónico eBook |
| Idioma: | Inglés |
| Publicado: |
Weinheim, Germany :
Wiley-VCH,
2019.
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| Temas: | |
| Acceso en línea: | Texto completo |
Tabla de Contenidos:
- 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.