Physics-informed reservoir characterization from bulk and extreme pressure events with a differentiable simulator

Build a differentiable simulator for subsurface fluid dynamics that integrates with autograd frameworks. This enables inverse modeling for reservoir characterization using gradients instead of expensive Monte Carlo simulations.

Suggested repo: diffReservoir

"Differentiable physics for high-fidelity subsurface modeling."

Estimated effort: 120h