Predicting forced responses of probability distributions via the fluctuation–dissipation theorem and generative modeling

Proceedings of the National Academy of Sciences, Volume 122, Issue 41, October 2025. <br/>SignificancePredicting how complex stochastic systems respond to small external perturbations is central in physics, climate science, and engineering. We combine the generalized fluctuation–dissipation theorem with score-based generative modeling to …