Gravity-Informed Neural Networks for Post-Newtonian Binary Dynamics

Gabriele Barbagallo, Javier Matulich

We introduce a gravity-informed neural-network (GravINNs) framework for learning post-Newtonian binary orbital dynamics. The method incorporates the equations of motion directly in…