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Learning Macroscopic Dynamics from Partial Microscopic Observations [PDF]

open access: yesarXiv
Macroscopic observables of a system are of keen interest in real applications such as the design of novel materials. Current methods rely on microscopic trajectory simulations, where the forces on all microscopic coordinates need to be computed or measured. However, this can be computationally prohibitive for realistic systems.
arxiv  

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