Integrating Physics-Informed Deep Learning and Numerical Methods for Robust Dynamics Discovery and Parameter Estimation. - Caitlin Ho; Andrea Arnold (CoRR, 2024)

Optimal Linear Baseline Models for Scientific Machine Learning. - Alexander DeLise; Kyle Loh; Krish Patel; Meredith Teague; Andrea Arnold; Matthias Chung (CoRR, 2025)