Frame-independent vector-cloud neural network for nonlocal constitutive modelling on arbitrary grids. - Xu-Hui Zhou; Jiequn Han; Heng Xiao (CoRR, 2021)

Frame invariance and scalability of neural operators for partial differential equations. - Muhammad I. Zafar; Jiequn Han; Xu-Hui Zhou; Heng Xiao (CoRR, 2021)

An equivariant neural operator for developing nonlocal tensorial constitutive models. - Jiequn Han; Xu-Hui Zhou; Heng Xiao (J. Comput. Phys., 2023)

BI-EqNO: Generalized Approximate Bayesian Inference with an Equivariant Neural Operator Framework. - Xu-Hui Zhou; Zhuo-Ran Liu; Heng Xiao (CoRR, 2024)

Neural operator-based super-fidelity: A warm-start approach for accelerating steady-state simulations. - Xu-Hui Zhou; Jiequn Han; Muhammad I. Zafar; Eric M. Wolf; Christopher R. Schrock; Christopher J. Roy; Heng Xiao (J. Comput. Phys., 2025)