Ambient Physics: Training Neural PDE Solvers with Partial Observations

Harris Abdul Majid, Giannis Daras, Francesco Tudisco +1

In many scientific settings, acquiring complete observations of PDE coefficients and solutions can be expensive, hazardous, or impossible. Recent diffusion-based methods can recons…