
MS070B Deep learning and reduced order modeling for differential equations II
MS Corresponding Organizer: Dr. Federico Pichi ( SISSA , Italy )
Chaired by:
Dr. Federico Pichi (SISSA , Italy) , Dr. Nicola Rares Franco (MOX, Politecnico di Milano , Italy)
Dr. Federico Pichi (SISSA , Italy) , Dr. Nicola Rares Franco (MOX, Politecnico di Milano , Italy)
Scheduled presentations:
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Factorized Fourier neural operator (F-FNO) metamodel of 3D seismic elastic wave propagation, improved by transfer learning.
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Entropy Stable Model Reduction of Hyperbolic Systems on Nonlinear Manifolds
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A continuous geometry-aware DL-ROM for nonlinear PDEs in parametric domains
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Optimal Transport-Inspired Model Order Reduction: Leveraging Wasserstein-Based Kernel and Shifted POD
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Real-Time Simulation of Plastic Deformation Using Long Short-Term Memory Multi-Task Neural Networks
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An adaptive finite elements - neural network method applied to a parametric Stefan problem