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Symposium

Mathematical and Applied Aspects of Complexity Reduction Methods

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Welcome Adress
Yvon Maday

Symposium
08:50 to 09:00

Neural Network Approximations of Solutions to Schrödinger Equations
Virginie Galland Ehrlacher

Symposium
09:00 to 09:45

The Reduced Basis Method for Ground-State Eigenvalue Computations
Benjamin Stamm

Symposium
09:45 to 10:30

Collocated Reduced-Order Models for High-Order Schemes: Analysis and Appli…
Angelo Iollo

Symposium
11:00 to 11:45

Gradient Flows on Neural Network Manifolds
Olga Mula

Symposium
11:45 to 12:30

Robust Nonlinear Projection-Based Reduced-Order Models: A Comparative Asse…
Sebastian Ares de Parga Regalado

Symposium
14:00 to 14:45

From Latent Space Representations to Practical Surrogate Models for Struct…
Jörg Fehr

Symposium
14:45 to 15:30

Advances in Hybrid Modeling: Toward the Digital Transition of Regions
Beatriz Moya

Symposium
16:00 to 16:45

Reduced-Order Surrogate Models for PDE-Constrained Optimization and Invers…
Mario Ohlberger

Symposium
16:45 to 17:30

Open Discussions
Yvon Maday

Symposium
17:30 to 18:30

Optimal Linear and Nonlinear Dimensionality Reduction
Albert Cohen

Symposium
09:00 to 09:45

Reduced-Order Modeling and Scientific Machine Learning: Synergies and Oppo…
Andrea Manzoni

Symposium
09:45 to 10:30

Dirac-Frenkel Dynamics with Momentum
Benjamin Peherstorfer

Symposium
11:00 to 11:45

Diffeomorphism-Based Feature Learning Using Poincaré Inequalities
Clémentine Prieur

Symposium
11:45 to 12:30

Greedy Kernel-Based Surrogates for Approximating Parametric PDEs
Bernard Haasdonk

Symposium
14:00 to 14:45

Efficient Greedy Sampling for Model Order Reduction
Evie Nielen

Symposium
14:45 to 15:30

AI-Driven Complexity Reduction and Multi-Physics Digital Twins: From Theor…
Helin Gong

Symposium
16:00 to 16:45

Integrated Structural Health Monitoring with Real-time Data Assimilation a…
Ludovic Chamoin

Symposium
16:45 to 17:30

Open Discussions
Yvon Maday

Symposium
17:30 to 18:30

Stable Nonlinear Manifold Approximation Using Compositional Networks…
Anthony Nouy

Symposium
09:00 to 09:45

Metric-Based Nonlinear Model Order Reduction with Applications to Quantum …
Geneviève Dusson

Symposium
09:45 to 10:30

Certified Randomized Model Order Reduction Methods for High-Dimensional Ap…
Kathrin Smetana

Symposium
11:00 to 11:45

A Doubly Reduced Approximation for the Solution to PDEs Based on Domain Tr…
Élise Grosjean

Symposium
11:45 to 12:30

Self-Supervised Machine Learning of ROM-nets for the Mechanics of Material…
David Ryckelynck

Symposium
14:00 to 14:35

Registration in Bounded Domains for Model Reduction of Parametric Conserva…
Tommaso Taddei

Symposium
14:45 to 15:30

Multifidelity Proper Orthogonal Decomposition
Karen E. Willcox

Symposium
15:30 to 16:15