Improving Multigrid Methods with Deep Neural Networks

Large Scale Inverse Problems: Low-Rank Approximations and Optimization

Generating Graphs with Deep Learning and Graph Theory

Patient-Specific Modeling in Cardiac Electrophysiology: Parameter Estimation and Personalization

Large-Scale Parameter Estimation in Geophysics and Machine Learning