2317 Speedway
Austin, TX 78712
United States
University of Texas at Austin
Anisotropy, Heterogeneity, Annular Dilation, In Vitro Flow Loop, Cardiovascular Mechanics
thermohyperelasticity, neural network, thermodynamic constraints, free energy representation
Multiscale simulation, elastoplasticity, spatial correlation, finite-size effects, latent space, autoencoder
Thermoviscoplasticity, Physics-augmented Neural Networks, Input Convex Neural Network, Neural Ordinary Differential Equations
Multi-well potentials, local convexity, Neural Networks, log-sum-exponential, phase change, bifurcation
hyperelasticity, dissipation, inelasticity, neural ordinary differential equations, partially input convex neural networks, attention
