Eduardo Brandao

According to our database, Eduardo Brandao authored at least 5 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Unrolled-SINDy: A Stable Explicit Method for Non linear PDE Discovery from Sparsely Sampled Data.

Fayad Ali Banna, Antoine Caradot, Eduardo Brandao, Jean-Philippe Colombier, Rémi Emonet, Marc Sebban

CoRR, October, 2025

Uncertainty-Aware Concept Bottleneck Models with Enhanced Interpretability.

Haifei Zhang, Patrick Barry, Eduardo Brandao

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

2023

Complexity Methods in Physics-Guided Machine Learning. (Méthodes de Complexité dans l'Apprentissage Automatique Guidé par la Physique).

Eduardo Brandao

PhD thesis, 2023

Is My Neural Net Driven by the MDL Principle?

Eduardo Brandao, Stefan Duffner, Rémi Emonet, Amaury Habrard, François Jacquenet, Marc Sebban

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023

2022

Learning PDE to Model Self-Organization of Matter.

Eduardo Brandao, Jean-Philippe Colombier, Stefan Duffner, Rémi Emonet, Florence Garrelie, Amaury Habrard, François Jacquenet, Anthony Nakhoul, Marc Sebban

Entropy, 2022