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:
- Computed Tomography using CUQIpy
- Analytic Banana
- Analytic Funnel
- Inferring coefficient field in two-dimensional Poisson PDE
- Inferring material properties of a cantilevered beam
- Tsunami source inference
- Heat1D: 1D heat Bayesian inverse problem using CUQIpy
- Analytic Gaussian Mixture
- Analytic Donut
- Tritium Diffusion Posterior
- Deconvolution1D
- Agent based disease transmission benchmark
- L2-Sea hull optimization
- Boundary condition inversion in a three-dimensional 𝑝-Poisson nonlinear PDE