MS039B Various Apects of Machine Learning Enhanced Numerical Methods to Solve Differential Problems
Main Organizer:
Mr.
Moreno Pintore
(
Sorbonne University, Inria
, France
)
Co-organized by: D. Oberto (Sissa, Italy) and G. Teora (Politecnico di Torino, Italy)
Co-organized by: D. Oberto (Sissa, Italy) and G. Teora (Politecnico di Torino, Italy)
Chaired by:
Mr. Moreno Pintore (Sorbonne University, Inria , France) , Dr. Gioana Teora (DISMA - Politecnico di Torino , Italy)
Mr. Moreno Pintore (Sorbonne University, Inria , France) , Dr. Gioana Teora (DISMA - Politecnico di Torino , Italy)
Scheduled presentations:
-
Exploring AI-based feature selection techniques for geoeffective solar events prediction
-
Intertwining Deep Autoencoders and Singular Value Decomposition: Beyond Efficiency, Towards Explainability
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Reducing Generalization and Training Errors of DeepONets for Approximating Parametric PDEs
-
Adaptive Kernel Approximation: Bridging Classical Methods and Neural Networks
-
Beyond Heuristics: Data-Based Estimation of Critical Time Steps in Dynamics
-
Real-Time UAV Sensor Failure Prediction Under Icing Using CFD-Derived Data-Driven Surrogates