Operator Autoencoders: Learning Physical Operations on Encoded Molecular Graphs

Willis Hoke, Daniel Shea, Stephen Casey

Molecular dynamics simulations produce data with complex nonlinear dynamics. If the timestep behavior of such a dynamic system can be represented by a linear operator, future state…