Vahidullah Taç

Data-driven tissue mechanics with polyconvex neural ordinary differential equations

Vahidullah Taç, Francisco Sahli Costabal, Adrián Buganza Tepole · Computer Methods in Applied Mechanics and Engineering · 2022 · 92 citations · Full text

Data-driven Tissue Mechanics, Engineering, Computational Neuroscience +6

Data-driven modeling of the mechanical behavior of anisotropic soft biological tissue

Vahidullah Taç, Vivek D. Sree, Manuel K. Rausch et al. · Engineering With Computers · 2022 · 69 citations · Full text

Data-driven Modeling, Mechanobiology, Nonlinear Elasticity +13

Benchmarking physics-informed frameworks for data-driven hyperelasticity

Vahidullah Taç, Kevin Linka, Francisco Sahli Costabal et al. · Computational Mechanics · 2023 · 68 citations · Full text

Engineering, Data Science, Fluid-structure Interaction +8

Data-driven anisotropic finite viscoelasticity using neural ordinary differential equations

Vahidullah Taç, Manuel K. Rausch, Francisco Sahli Costabal et al. · Computer Methods in Applied Mechanics and Engineering · 2023 · 42 citations · Full text

Rheological Constitutive Equation, Engineering, Mechanics +6

Predicting the mechanical properties of biopolymer gels using neural networks trained on discrete fiber network data

Yue Leng, Vahidullah Taç, Sarah Calve et al. · Computer Methods in Applied Mechanics and Engineering · 2021 · 41 citations · Full text

Biopolymer Gel, Engineering, Mechanical Properties +6