HyperCAN: Hypernetwork-Driven Deep Parameterized Constitutive Models for Metamaterials

Li Zheng, Dennis M. Kochmann, Siddhant Kumar

We introduce HyperCAN, a machine learning framework that utilizes hypernetworks to construct adaptable constitutive artificial neural networks for a wide range of beam-based metama…