Jérémie Donà

Orcid: 0000-0003-1392-1389

According to our database1, Jérémie Donà authored at least 8 papers between 2021 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

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Bibliography

2024
Learning the Language of Protein Structure.
CoRR, 2024

2023
Gradient-Informed Quality Diversity for the Illumination of Discrete Spaces.
Proceedings of the Genetic and Evolutionary Computation Conference, 2023

2022
Statistical learning of physical dynamics. (Apprentissage statistique de dynamiques physiques).
PhD thesis, 2022

Generalizing to New Physical Systems via Context-Informed Dynamics Model.
Proceedings of the International Conference on Machine Learning, 2022

Constrained Physical-Statistics Models for Dynamical System Identification and Prediction.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Differentiable Feature Selection, A Reparameterization Approach.
Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Augmenting Physical Models with Deep Networks for Complex Dynamics Forecasting.
Proceedings of the 9th International Conference on Learning Representations, 2021

PDE-Driven Spatiotemporal Disentanglement.
Proceedings of the 9th International Conference on Learning Representations, 2021


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