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Learning Meets Differential Equations: From Theory to Applications Learning non-Markovian Dynamical Systems with Signature-based Encoders

Year: 2025

Type: conference-paper

Abstract: International audience

Source: HAL (Le Centre pour la Communication Scientifique Directe)

Authors: Pradeleix, Eliott, Hosseinkhan-Boucher, Rémy, Shilova, Alena, Semeraro, Onofrio, Mathelin, Lionel

Institutions: École Polytechnique, Université Paris-Saclay, Laboratoire Interdisciplinaire des Sciences du Numérique, TAU: IA : vers des problèmes mieux posés

Language: English

Topic: Model Reduction and Neural Networks

Subfield: Statistical and Nonlinear Physics

Field: Physics and Astronomy

Domain: Physical Sciences

Open Access status: green

OpenAlex ID: W7106784057

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