Recovering Hidden Degrees of Freedom Using Gaussian Processes

Georg Diez, Nele Dethloff, Gerhard Stock

Dimensionality reduction represents a crucial step in extracting meaningful insights from Molecular Dynamics (MD) simulations. Conventional approaches, including linear methods suc…