Binary Black Hole Puncture Initial Data with Physics-Informed Neural Networks

Thiago Assumpção, Ignacio Brevis, Irene Pitsiladi +2

We present Pinndorama, a physics-informed neural network (PINN) code for solving the Hamiltonian constraint in the puncture formalism. The networks are trained solely on the govern…