Learning Homogenization for Elliptic Operators

21 June 2023

Papers citing "Learning Homogenization for Elliptic Operators"

6 / 6 papers shown

Title
Learning Memory and Material Dependent Constitutive Laws K. Bhattacharya Lianghao Cao George Stepaniants Andrew M. Stuart Margaret Trautner 74 1 0 08 Feb 2025
Discretization Error of Fourier Neural Operators S. Lanthaler Andrew M. Stuart Margaret Trautner 45 5 0 03 May 2024
An operator learning perspective on parameter-to-observable maps Daniel Zhengyu Huang Nicholas H. Nelsen Margaret Trautner 32 11 0 08 Feb 2024
Learning Neural Constitutive Laws From Motion Observations for Generalizable PDE Dynamics Pingchuan Ma Julius Berner B. Deng J. Tenenbaum Tao Du Chuang Gan Wojciech Matusik PINN AI4CE 103 34 0 27 Apr 2023
Data-driven learning of nonlocal models: from high-fidelity simulations to constitutive laws Huaiqian You Yue Yu Stewart Silling M. DÉlia 35 33 0 08 Dec 2020
Fourier Neural Operator for Parametric Partial Differential Equations Zong-Yi Li Nikola B. Kovachki Kamyar Azizzadenesheli Burigede Liu K. Bhattacharya Andrew M. Stuart Anima Anandkumar AI4CE 271 2,315 0 18 Oct 2020