Thomas O’Leary-Roseberry

Real-time inverse solutions via neural matrix operators

NEMO demonstrates comparable inverse performance to a state-of-the-art multiple-input neural operator, while reducing online computational complexity by over an order of magnitude and providing real-time uncertainty quantification.