Solve the inverse problem using the specified estimator.
Parameters:
estimator (str or type[Estimator]) – Estimator to use for solving the inverse problem. Can be a string key for registered estimators or a subclass of Estimator.
**kwargs – Additional keyword arguments to pass to the estimator.
Returns:
The InverseProblem instance with the estimator fitted.
