Enforcing Analytic Constraints in Neural-Networks Emulating Physical Systems

Tom Beucler, Michael Pritchard, Stephan Rasp +3

Neural networks can emulate nonlinear physical systems with high accuracy, yet they may produce physically-inconsistent results when violating fundamental constraints. Here, we int…