Variational methods and deep Ritz method for active elastic solids

Variational methods have been widely used in soft matter physics for both static and dynamic problems. These methods are mostly based on two variational principles: the variational principle of minimum free energy (MFEVP) and Onsager's variational principle (OVP). Our interests lie in the appli...

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Veröffentlicht in:	Soft matter 2022-08, Vol.18 (32), p.615-631
Hauptverfasser:	Wang, Haiqin, Zou, Boyi, Su, Jian, Wang, Dong, Xu, Xinpeng
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial neural networks Bending Circular plates Contraction Deep learning Equilibrium equations Free energy Gravity Machine learning Methods Morphogenesis Neural networks Physics Ritz method Variational methods Variational principles
Online-Zugang:	Volltext
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