Physics-informed fine-tuning of foundation models for partial differential equations

Vlad Medvedev, Leon Armbruster, Christopher Straub +2

Foundation models for partial differential equations (PDEs) have emerged as powerful surrogates pre-trained on diverse physical systems, but adapting them to new downstream tasks r…