Talks and Posters

Talks

• Learning the Regularisation of a Kinetic 5-Moment Closure
  Minisymposium on machine learning for PDEs (self-organised), Congrès National d’Analyse Numérique (CANUM 2026)¹ - Saint-Jacut-de-la-Mer, France, 2026
  [slides]

• PhD Defense: On Learning-based Control of Dynamical Systems: Application to Flow Control
  PhD Defense - LISN², Orsay, France, 2025
  [slides]

• Learning-based Control on Dynamical Systems
  TAU³ Seminar - LISN², Orsay, France, 2024
  [slides]

• Exploration Strategies in Reinforcement Learning: Maximum Entropy optimisation applied to chaotic PDE control
  SIAM⁴ Computational Science and Engineering 2023 (CSE23) - Amsterdam, Netherlands, 2023
  [slides]

• Evidence on the regularisation properties of Maximum-Entropy Reinforcement Learning
  Optimization and Learning Conference ’24 (OLA24) - Dubrovnik, Croatia, 2024
  [slides]

• Gaussian Process Regression on Vector Fields and Uncertainty Quantification
  LISN² Mechanics Department Seminar - LISN², Orsay, France, 2024
  [slides]

• Reinforcement Learning as Optimal Control for Shear Flows
  European Drag Reduction and Flow Control Meeting (EDRFCM 2022) - CNAM⁵, Paris, France, 2022
  [slides]

Posters

• Learning non-Markovian Dynamical Systems with Signature-based Encoders
  European Conference on Artificial Intelligence (ECAI) Workshop: Machine Learning Meets Differential Equations (ML-DE) - Bologna, Italy, 2025
  [poster]

• Evidence on the regularisation properties of Maximum-Entropy Reinforcement Learning
  European Workshop on Reinforcement Learning (EWRL) - Toulouse, France, 2024
  [poster]

• Increasing Information for Model Predictive Control with Semi-Markov Decision Processes
  6th Annual Learning for Dynamics & Control Conference (L4DC24) - Oxford, UK, 2024
  [poster]

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Acronyms