Operator Learning for Reconstructing Flow Fields from Sparse Measurements: an Energy Transformer Approach

Qian Zhang, Dmitry Krotov, George Em Karniadakis

Machine learning methods have shown great success in various scientific areas, including fluid mechanics. However, reconstruction problems, where full velocity fields must be recov…