Search Results for author: Giovanni Bonny

Found 1 papers, 0 papers with code

Smart energy models for atomistic simulations using a DFT-driven multifidelity approach

no code implementations21 Aug 2018 Luca Messina, Alessio Quaglino, Alexandra Goryaeva, Mihai-Cosmin Marinica, Christophe Domain, Nicolas Castin, Giovanni Bonny, Rolf Krause

Machine-learning techniques such as artificial neural networks are usually employed to work around this limitation and extract the needed parameters from large databases of high-fidelity data, but the latter are often computationally expensive to produce.

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