Neural network augmented wave-equation simulation

Understand

Accurate forward modeling is important for solving inverse problems.

• An inaccurate wave-equation simulation, as a forward operator, will offset the results obtained via inversion.
• In this work, we consider the case where we deal with incomplete physics.
• One proxy of incomplete physics is an inaccurate discretization of Laplacian in simulation of wave equation via finite-difference method.