Matthew McKinley

PETAL: Physics Emulation Through Averaged Linearizations for Solving Inverse Problems

Inverse problems describe the task of recovering an underlying signal of interest given observables. Typically, the observables are related via some non-linear forward model applied to the underlying unknown signal. Inverting the non-linear forward model can be computationally expensive, as it often…