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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Vydané v:	International journal for numerical methods in engineering Ročník 113; číslo 11; s. 1697 - 1710
Hlavní autori:	Kirchdoerfer, T., Ortiz, M.
Médium:	Journal Article
Jazyk:	English
Vydavateľské údaje:	Bognor Regis Wiley Subscription Services, Inc 16.03.2018
Predmet:	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
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