Inverse benchmarks#
Benchmarks collects UQ problems. This includes both forward propagation problems and inverse problems.
If your problem uses a complex forward model that model should be described in the models folder.
For more details on the benchmarks see their individual documentation:
- Analytic Gaussian Mixture
- Boundary condition inversion in a three-dimensional 𝑝-Poisson nonlinear PDE
- Computed Tomography using CUQIpy
- Analytic Funnel
- Deconvolution1D
- Heat1D: 1D heat Bayesian inverse problem using CUQIpy
- Analytic Donut
- Tsunami source inference
- Analytic Banana
- Inferring coefficient field in two-dimensional Poisson PDE
- Tritium Diffusion Posterior
- L2-Sea hull optimization
- Inferring material properties of a cantilevered beam
- Agent based disease transmission benchmark