UQ-SHRED: Uncertainty Quantification of Shallow Recurrent Decoder Networks for Sparse Sensing via Engression

Explore UQ-SHRED, a novel framework leveraging engression to quantify uncertainty in sparse sensing applications using shallow recurrent decoder networks wit...

Level: advanced

By Mars Liyao Gao, Yuxuan Bao, Amy S. Rude, Xinwei Shen, J. Nathan Kutz

Category: research