LS
Louis Serrano
cs.LGcs.AIcs.CVcs.CLcs.ROeess.IVphysics.flu-dyn
On Valency
published · living versionsW_5txyfx4z·v1 · currentpublished
Preprints & journals
12 papers in the corpus · 2023–2026Shieldstral2607.25857v2 · Antonia Calvi, Avinash Sooriyarachchi, Giada Pistilli et al.2026 · 0 citationsarXiv
Robostral Navigate2607.20785v3 · Abdelaziz Bounhar, Abhijeet Somani, Aditi Kabra et al.2026 · 0 citationsarXiv
Test-time Generalization for Physics through Neural Operator Splitting2602.00884v2 · Louis Serrano, Jiequn Han, Edouard Oyallon et al.2026 · 0 citationsarXiv
JAFAR: Jack up Any Feature at Any Resolution2506.11136v3 · Paul Couairon, Loick Chambon, Louis Serrano et al.2025 · 5 citationsarXiv
ENMA: Tokenwise Autoregression for Generative Neural PDE Operators2506.06158v3 · Armand Kassai Koupai, Lise Le Boudec, Louis Serrano et al.2025 · 0 citationsarXiv
Learning a Neural Solver for Parametric PDE to Enhance Physics-Informed Methods2410.06820v5 · Lise Le Boudec, Emmanuel de Bezenac, Louis Serrano et al.2024 · 0 citationsarXiv
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs2410.03437v3 · Louis Serrano, Armand Kassai Koupai, Thomas X Wang et al.2024 · 0 citationsarXiv
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields2406.02176v3 · Louis Serrano, Thomas X Wang, Etienne Le Naour et al.2024 · 3 citationsConference on Neural Information Processing Systems (NeurIPS) 2024
ACCO: Accumulate While You Communicate for Communication-Overlapped Sharded LLM Training2406.02613v3 · Adel Nabli (MLIA, Mila), Louis Fournier (MLIA) et al.2024 · 0 citationsThe Thirty-ninth Annual Conference on Neural Information Processing Systems, Dec 2025, San diego (Californie), United States
INFINITY: Neural Field Modeling for Reynolds-Averaged Navier-Stokes Equations2307.13538v1 · Louis Serrano, Leon Migus, Yuan Yin et al.2023 · 3 citationsICML 2023 Workshop on Synergy of Scientific and Machine Learning Modeling
Operator Learning with Neural Fields: Tackling PDEs on General Geometries2306.07266v2 · Louis Serrano, Lise Le Boudec, Armand Kassai Koupai et al.2023 · 31 citations37th Conference on Neural Information Processing Systems (NeurIPS 2023)
Time Series Continuous Modeling for Imputation and Forecasting with Implicit Neural Representations2306.05880v5 · Etienne Le Naour, Louis Serrano, L'eon Migus et al.2023 · 2 citationsarXiv
Career total: 17 works. 12 are in this corpus.
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