Lawrence Berkeley National Lab; ICSI, UC Berkeley; ICSI, LBNL, and Department of Statistics; UC Berkeley
Shashank Subramanian, Peter Harrington, Kurt Keutzer, Wahid Bhimji, Dmitriy Morozov, Michael Mahoney, Amir Gholami
scientific machine learning;scaling;transfer learning;neural operators;foundation models
Towards Foundation Models for Scientific Machine Learning: Characterizing Scaling and Transfer Behavior