Peridynamic Neural Operators: A Data-Driven Nonlocal Constitutive Model
for Complex Material ResponsesComputer Methods in Applied Mechanics and Engineering (CMAME), 2024 |
Learning Homogenization for Elliptic OperatorsSIAM Journal on Numerical Analysis (SINUM), 2023 |
Towards a unified nonlocal, peridynamics framework for the
coarse-graining of molecular dynamics data with fracturesApplied Mathematics and Mechanics (AMM), 2023 |
MetaNOR: A Meta-Learnt Nonlocal Operator Regression Approach for
Metamaterial ModelingMRS Communications (MRS Commun.), 2022 |
Nonparametric learning of kernels in nonlocal operatorsJournal of Peridynamics and Nonlocal Modeling (JPNM), 2022 |
Data adaptive RKHS Tikhonov regularization for learning kernels in
operatorsMathematical and Scientific Machine Learning (MSML), 2022 |