Copula-based synthetic data augmentation for machine-learning emulators

David Meyer, Thomas Nagler, Robin J. Hogan

Can we improve machine-learning (ML) emulators with synthetic data? If data are scarce or expensive to source and a physical model is available, statistically generated data may be…