Search Results for author: Yiwen Zheng

Found 2 papers, 1 papers with code

Inverse Design of Vitrimeric Polymers by Molecular Dynamics and Generative Modeling

no code implementations6 Dec 2023 Yiwen Zheng, Prakash Thakolkaran, Jake A. Smith, Ziheng Lu, Shuxin Zheng, Bichlien H. Nguyen, Siddhant Kumar, Aniruddh Vashisth

Vitrimer is a new class of sustainable polymers with the ability of self-healing through rearrangement of dynamic covalent adaptive networks.

NN-EUCLID: deep-learning hyperelasticity without stress data

1 code implementation4 May 2022 Prakash Thakolkaran, Akshay Joshi, Yiwen Zheng, Moritz Flaschel, Laura De Lorenzis, Siddhant Kumar

We propose a new approach for unsupervised learning of hyperelastic constitutive laws with physics-consistent deep neural networks.

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