Physics Informed Deep Learning

In several projects, we develop deep learning methods specifically to model physical systems with physical background knowledge. For example, we develop models for electro magnetic fields to help with magnetic resonance imaging in MAGNET.  We're also building models to monitor the structural integrity of bridges in the P-BIM project.