activity
20172026
most citedPhysics-Constrained Deep Learning for High-dimensional Surrogate Modeling and Uncertainty Quantification without Labeled Data

1.1k citations · 2.3k across the 25 of their papers we have counts for

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eess.SP2022

Learning cardiac activation maps from 12-lead ECG with multi-fidelity Bayesian optimization on manifolds

Simone Pezzuto, Paris Perdikaris, Francisco Sahli Costabal

We propose a method for identifying an ectopic activation in the heart non-invasively. Ectopic activity in the heart can trigger deadly arrhythmias. The localization of the ectopic…