2 papers
cs.LG2026
Deep set based operator learning with uncertainty quantification
Lei Ma, Ling Guo, Hao Wu +1
Learning operators from data is central to scientific machine learning. While DeepONets are widely used for their ability to handle complex domains, they require fixed sensor numbe…
physics.bio-ph2025
An RBC-MsUQ Framework for Red Blood Cell Morpho-Mechanics
Shuo Wang, Lei Ma, Ling Guo +2
Characterizing the morpho-mechanical properties of red blood cells (RBCs) is crucial for understanding microvascular transport mechanisms and cellular pathophysiological processes,…