113 citations · 226 across the 11 of their papers we have counts for
3 papers · 1 filter
Data-driven Tissue Mechanics with Polyconvex Neural Ordinary Differential Equations
Vahidullah Tac, Francisco S. Costabal, Adrian Buganza Tepole
Data-driven methods are becoming an essential part of computational mechanics due to their unique advantages over traditional material modeling. Deep neural networks are able to le…
Data-driven Modeling of the Mechanical Behavior of Anisotropic Soft Biological Tissue
Vahidullah Tac, Vivek D. Sree, Manuel K. Rausch +1
Constitutive models that describe the mechanical behavior of soft tissues have advanced greatly over the past few decades. These expert models are generalizable and require the cal…
Predicting the Mechanical Properties of Biopolymer Gels Using Neural Networks Trained on Discrete Fiber Network Data
Yue Leng, Vahidullah Tac, Sarah Calve +1
Biopolymer gels, such as those made out of fibrin or collagen, are widely used in tissue engineering applications and biomedical research. Moreover, fibrin naturally assembles into…