2 papers
cs.LG2026
Active operator learning with predictive uncertainty quantification for partial differential equations
Nick Winovich, Mitchell Daneker, Lu Lu +1
With the increased prevalence of neural operators being used to provide rapid solutions to partial differential equations (PDEs), understanding the accuracy of model predictions an…
q-bio.QM2025
ADEPT: A Noninvasive Method for Determining Elastic Parameters of Valve Tissue
Wensi Wu, Mitchell Daneker, Christian Herz +5
Computer simulation of "virtual interventions" may inform optimal valve repair for a given patient prior to intervention. However, the paucity of noninvasive methods to determine i…