Nonnegativity-enforced Gaussian process regression A Pensoneault, X Yang, X Zhu Theoretical and applied mechanics letters 10 (3), 182-187, 2020 | 31 | 2020 |
Weight structure of the local ensemble transform Kalman filter: A case with an intermediate atmospheric general circulation model S Kotsuki, A Pensoneault, A Okazaki, T Miyoshi Quarterly Journal of the Royal Meteorological Society 146 (732), 3399-3415, 2020 | 5 | 2020 |
Ensemble Kalman Inversion for upstream parameter estimation and indirect streamflow correction: A simulation study A Pensoneault, WF Krajewski, N Velásquez, X Zhu, R Mantilla Advances in Water Resources 181, 104545, 2023 | 2 | 2023 |
Efficient Bayesian Physics Informed Neural Networks for inverse problems via Ensemble Kalman Inversion A Pensoneault, X Zhu Journal of Computational Physics 508, 113006, 2024 | 1 | 2024 |
Uncertainty quantification for deeponets with ensemble kalman inversion A Pensoneault, X Zhu arXiv preprint arXiv:2403.03444, 2024 | | 2024 |
Efficient Bayesian Physics Informed Neural Networks for Inverse Problems via Ensemble Kalman Inversion A Pensoneault, X Zhu Journal of Computational Physics, 2023 | | 2023 |
Ensemble Kalman Inversion with Limited Observation for Parameter Estimation and Upstream Streamflow Prediction A Pensoneault, X Zhu, WF Krajewski, N Velasquez, R Mantilla AGU Fall Meeting Abstracts 2022, NG35B-0467, 2022 | | 2022 |