Unsupervised physics-informed disentanglement of multimodal data for high-throughput scientific discovery

Nathaniel Trask, Carianne Martinez, Kookjin Lee +1

We introduce physics-informed multimodal autoencoders (PIMA) - a variational inference framework for discovering shared information in multimodal scientific datasets representative…