Learning dynamical systems from data: a simple cross-validation perspective, part II: nonparametric kernel flows M Darcy, B Hamzi, J Susiluoto, A Braverman, H Owhadi preprint, 2021 | 17 | 2021 |
Kernel methods are competitive for operator learning P Batlle, M Darcy, B Hosseini, H Owhadi Journal of Computational Physics 496, 112549, 2024 | 15 | 2024 |
One-shot learning of stochastic differential equations with data adapted kernels M Darcy, B Hamzi, G Livieri, H Owhadi, P Tavallali Physica D: Nonlinear Phenomena 444, 133583, 2023 | 14* | 2023 |
Kernel flows demystified: Applications to regression M Darcy Master’s thesis, Imperial College London, 2020 | 2 | 2020 |