Optimizing Neural Network Surrogate Models: Application to Black Hole Merger Remnants

Lucy M. Thomas, Katerina Chatziioannou, Vijay Varma +1

Surrogate models of numerical relativity simulations of merging black holes provide the most accurate tools for gravitational-wave data analysis. Neural network-based surrogates pr…