Nathan Doumèche

7
Documents

Publications

Publications

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Physics-informed kernel learning

Nathan Doumèche , Francis Bach , Gérard Biau , Claire Boyer
Journal of Machine Learning Research, 2025, 26 (124), pp.1-39
Article dans une revue hal-04701052 v1
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On the convergence of PINNs

Nathan Doumèche , Gérard Biau , Claire Boyer
Bernoulli, 2025, Vol. 31, pp. 2127-2151
Article dans une revue hal-04085519 v2
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Forecasting Electric Vehicle Charging Station Occupancy: Smarter Mobility Data Challenge

Yvenn Amara-Ouali , Yannig Goude , Nathan Doumèche , Pascal Veyret , Alexis Thomas et al.
Journal of Data-centric Machine Learning Research, 2024, 1
Article dans une revue hal-04119408 v1
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Physics-informed machine learning as a kernel method

Nathan Doumèche , Francis Bach , Gérard Biau , Claire Boyer
COLT 2024 - Thirty Seventh Conference on Learning Theory, Jun 2024, Edmonton, Canada. pp.1399-1450
Communication dans un congrès hal-04447750 v2