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Quantum-chemical insights from deep tensor neural networks

Learning from data has led to paradigm shifts in a multitude of disciplines, including web, text and image search, speech recognition, as well as bioinformatics. Can machine learning enable similar breakthroughs in understanding quantum many-body systems? Here we develop an efficient deep learning a...

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Shranjeno v:
Bibliografske podrobnosti
izdano v:Nat Commun
Main Authors: Schütt, Kristof T., Arbabzadah, Farhad, Chmiela, Stefan, Müller, Klaus R., Tkatchenko, Alexandre
Format: Artigo
Jezik:Inglês
Izdano: Nature Publishing Group 2017
Teme:
Online dostop:https://ncbi.nlm.nih.gov/pmc/articles/PMC5228054/
https://ncbi.nlm.nih.gov/pubmed/28067221
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1038/ncomms13890
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