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Matthieu Darcy
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Kernel methods are competitive for operator learning
P Batlle, M Darcy, B Hosseini, H Owhadi
Journal of Computational Physics 496, 112549, 2024
182024
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
172021
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
22020
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