Measure Stage 2 quasi-potential recovery on a synthetic potential control

Runs Stage 2 directly on the simulated coordinate samples and measures how accurately the recovered well locations and barrier height match the known ground truth of the double-well potential \(U(x) = (x^2-1)^2\).

Usage

potential_recovery_benchmark(std, strategy_name = "kde_logdensity")

Arguments

std

StateTransitionData from synthetic_potential_control()

strategy_name

character name registered under "DynamicsEstimator"

Value

named list: well_error (mean absolute error in well x-positions), barrier_error (abs error in barrier x-position), barrier_height_error (abs error in barrier height), n_wells_found, n_barriers_found, elapsed_sec