2 papers
cs.LG2025
Reinforcement Learning for Accelerated Aerodynamic Shape Optimisation
Florian Sobieczky, Alfredo Lopez, Erika Dudkin +4
We introduce a reinforcement learning (RL) based adaptive optimization algorithm for aerodynamic shape optimization focused on dimensionality reduction. The form in which RL is app…
stat.ML2024
Surrogate Modeling for Explainable Predictive Time Series Corrections
Alfredo Lopez, Florian Sobieczky
We introduce a local surrogate approach for explainable time-series forecasting. An initially non-interpretable predictive model to improve the forecast of a classical time-series…