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  • Leon Migus

  • PhD student
  • Team: MLIA

Publications

  • Léon Migus. Deep neural networks and partial differential equations. Numerical Analysis [math.NA]. Sorbonne Université, 2023. English. ⟨NNT : 2023SORUS356⟩. ⟨tel-04336969⟩
  • Louis Serrano, Leon Migus, Yuan Yin, Jocelyn Ahmed Mazari, Patrick Gallinari. INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations. Workshop on Synergy of Scientific and Machine Learning Modeling (ICML 2023), Jul 2023, Honolulu, HI, United States. ⟨hal-04171439⟩
  • Léon Migus, Julien Salomon, Patrick Gallinari. Stability of implicit neural networks for long-term forecasting in dynamical systems. ICLR 2023 Workshop on Physics for Machine Learning, May 2023, Kigali, Rwanda. ⟨hal-04132587⟩
  • Leon Migus, Yuan Yin, Jocelyn Ahmed Mazari, Patrick Gallinari. Multi-scale physical representations for approximating pde solutions with graph neural operators. ICLR 2022 Workshop on Geometrical and Topological Representation Learning, Apr 2022, En ligne, France. ⟨hal-03709247⟩