1 citations · 3 across the 11 of their papers we have counts for
4 papers · 1 filter
Towards a Real-Time Simulation of Elastoplastic Deformation Using Multi-Task Neural Networks
Ruben Schmeitz, Joris Remmers, Olga Mula +1
This study introduces a surrogate modeling framework merging proper orthogonal decomposition, long short-term memory networks, and multi-task learning, to accurately predict elasto…
Tree-Based Nonlinear Reduced Modeling
Diane Guignard, Olga Mula
This paper is concerned with model order reduction of parametric Partial Differential Equations (PDEs) using tree-based library approximations. Classical approaches are formulated…
Optimal Transport on the Lie Group of Roto-translations
Daan Bon, Gautam Pai, Gijs Bellaard +2
The roto-translation group SE2 has been of active interest in image analysis due to methods that lift the image data to multi-orientation representations defined on this Lie group.…
A Dynamical Neural Galerkin Scheme for Filtering Problems
Joubine Aghili, Joy Zialesi Atokple, Marie Billaud-Friess +3
This paper considers the filtering problem which consists in reconstructing the state of a dynamical system with partial observations coming from sensor measurements, and the knowl…