Achieving High Accuracy with PINNs via Energy Natural GradientsInternational Conference on Machine Learning (ICML), 2023 |
Efficient Natural Gradient Descent Methods for Large-Scale PDE-Based
Optimization ProblemsSIAM Journal on Scientific Computing (SISC), 2022 |
Discrepancy-based Inference for Intractable Generative Models using
Quasi-Monte CarloElectronic Journal of Statistics (EJS), 2021 |