Data‐driven computing in dynamics

Summary We formulate extensions to data‐riven computing for both distance‐minimizing and entropy‐maximizing schemes to incorporate time integration. Previous works focused on formulating both types of solvers in the presence of static equilibrium constraints. Here, formulations assign data points to...

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Bibliographic Details

Published in:	International journal for numerical methods in engineering Vol. 113; no. 11; pp. 1697 - 1710
Main Authors:	Kirchdoerfer, T., Ortiz, M.
Format:	Journal Article
Language:	English
Published:	Bognor Regis Wiley Subscription Services, Inc 16.03.2018
Subjects:	Data points data science dynamics Energy conservation Entropy of solution Formulations Free energy model‐free computing noisy data Optimization Solvers Static equilibrium Time integration
ISSN:	0029-5981, 1097-0207
Online Access:	Get full text
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