Jérémie Donà

Oxford University Press (United Kingdom) — United Kingdom

Computer Science · Physical Sciences

5h-index125citations13works2.52yr avg
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Research Topics

Machine Learning and Algorithms(5), Medical Image Segmentation Techniques(3), Neural Networks and Applications(3), Image Retrieval and Classification Techniques(3), Advanced Image and Video Retrieval Techniques(2)

Publications13 total

Designing AI-programmable therapeutics with the EDEN family of foundation models
2026Open Access
Learning the Language of Protein Structure
arXiv (Cornell University)·2024· 5 citedOpen Access
Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces
Proceedings of the Genetic and Evolutionary Computation Conference·2023· 3 cited
Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces
arXiv (Cornell University)·2023Open Access
Apprentissage statistique de dynamiques physiques
HAL (Le Centre pour la Communication Scientifique Directe)·2022Open Access
Constrained physical-statistics models for dynamical system identification and prediction
HAL (Le Centre pour la Communication Scientifique Directe)·2022· 6 citedOpen Access
Generalizing to New Physical Systems via Context-Informed Dynamics Model
arXiv (Cornell University)·2022· 1 citedOpen Access
Augmenting physical models with deep networks for complex dynamics forecasting*
Journal of Statistical Mechanics Theory and Experiment·2021· 92 citedOpen Access
Differentiable Feature Selection, a Reparameterization Approach
arXiv (Cornell University)·2021· 1 citedOpen Access
Differentiable Feature Selection, a Reparameterization Approach
arXiv (Cornell University)·2021Open Access
Bridging dynamical models and deep networks to solve forward and inverse problems
HAL (Le Centre pour la Communication Scientifique Directe)·2021· 1 citedOpen Access
Differentiable Feature Selection, A Reparameterization Approach
Lecture notes in computer science·2021· 5 cited
PDE-Driven Spatiotemporal Disentanglement
arXiv (Cornell University)·2020· 11 citedOpen Access

Frequent Co-authors

Patrick Gallinari(4), Thomas Pierrot(3), Benjamin Piwowarski(3), Marie Déchelle(2), Guillaume Richard(2), Antoine Cully(2), Yuan Yin(1), Vincent Le Guen(1), Emmanuel de Bézenac(1), Ibrahim Ayed(1), Nicolas Thome(1), Jean-Yves Franceschi(1), Sylvain Lamprier(1), Marina Lévy(1), Benoit Gaujac(1), Liviu Copoiu(1), Timothy Atkinson(1), Thomas D. Barrett(1), Raphaël Boige(1), Kévin Plessis-Fraissard(1)