3 results found Sort:

Mohamedelrefaie
DrivAerNet Mohamedelrefaie
29
218
other
16
A Large-Scale Multimodal Car Dataset with Computational Fluid Dynamics Simulations and Deep Learning Benchmarks
cfd dgcnn meshes drivaer openfoam car-design 3d-geometry data-driven aerodynamics deep-learning generative-ai fluid-dynamics fluid-simulation surrogate-models parametric-design large-scale-dataset surrogate-modelling deep-neural-networks graph-neural-networks computational-fluid-dynamics
Created 2024-03-04
171 commits to main branch, last one 16 days ago
AndreiChertkov
teneva AndreiChertkov
2
45
mit
2
A framework based on the tensor train decomposition for working with multivariate functions and multidimensional arrays
tensor-train tensor-trains surrogate-models surrogate-modelling tensor-decomposition low-rank-approximation approximation-algorithms tensor-decomposition-algorithms
Created 2020-11-25
739 commits to master branch, last one 6 months ago
katiana22
GDM-PCE katiana22
5
37
mit
2
Source code of: "Manifold learning-based polynomial chaos expansions for high-dimensional surrogate models".
machine-learning manifold-learning surrogate-modelling encoder-decoder-model polynomial-chaos-expansion uncertainty-quantification
Created 2021-03-22
81 commits to main branch, last one 2 years ago