activity
20232026
most citedCan KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs)

38 citations · 126 across the 8 of their papers we have counts for

collaborators
Showing cond-mat.mtrl-sciShow all

2 papers · 1 filter

cond-mat.mtrl-sci2025★ 11 cited

Toward Sustainable Polymer Design: A Molecular Dynamics-Informed Machine Learning Approach for Vitrimers

Yiwen Zheng, Agni K. Biswal, Yaqi Guo +5

Vitrimer is an emerging class of sustainable polymers with self-healing capabilities enabled by dynamic covalent adaptive networks. However, their limited molecular diversity const…

cond-mat.mtrl-sci2023★ 30 cited

AI-guided inverse design and discovery of recyclable vitrimeric polymers

Yiwen Zheng, Prakash Thakolkaran, Agni K. Biswal +6

Vitrimer is a new, exciting class of sustainable polymers with the ability to heal due to their dynamic covalent adaptive network that can go through associative rearrangement reac…