Topics covered
- Inverse problems (WP3.3)
- PINNs/discretisation with NN (WP1.2/2.4, C2)
- Optimal transport (WP1.4/2.2, C4)
- Continuum interpretation of DNNs (WP1.1/2.1, C1)
- Reconstructions/outputs with error bars (WP1.3, C3)
- Guarantees/stability estimates (WP1.1/1.3/3.2, C1)
- Learned physics correction/approximation (WP2.5/3.1/3.2, C3/5)
- Data on manifolds, e.g. point-clouds/PDE constraints (WP1.4/2.2, C2/4)
- Saddle-point formulations for training (WP2.1/2.3/2.4, C4)
- Multi-physics/-modalities (WP3.3, C5)