Chaospy - Toolbox for performing uncertainty quantification.
statistics probability-distribution uncertainty-quantification sensitivity-analysis sparse-grids variance-reduction gaussian-quadrature
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Sep 4, 2025 - Python
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sparse-grids
Here are 5 public repositories matching this topic...
Fast high-dimensional interpolation of vector valued functions in JAX
numba sparse-grids jax polynomial-interpolation polynomial-chaos barycentric-interpolation smolyak-operator
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Aug 15, 2025 - Python
A scientific Python project for sparse grid interpolation (a.k.a. stochastic collocation) with a focus on parametric coefficient PDEs.
sparse-grids adaptivity stochastic-collocation-fem combination-technique sparse-grid-interpolation stochastic-collocation multilevel-sparse-grid high-dimensinoal-interpolation curse-of-dimensinoality adaptive-numerical-schemes
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Jul 22, 2025 - Python
Julian Valentin's PhD Defense Talk: “B-Splines for Sparse Grids: Algorithms and Application to Higher-Dimensional Optimization”
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Jan 15, 2021 - Python
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