Chapter 8: More resources - Uncertainty Quantification in Inverse Problems with CUQIpy

CUQIpy documentation
CUQIpy GitHub repository
Paper: CUQIpy: I. Computational uncertainty quantification for inverse problems in Python Riis et al. (2024) (GitHub repository for the paper)
Paper: CUQIpy: II. Computational uncertainty quantification for PDE-based inverse problems in Python Alghamdi et al. (2024) (GitHub repository for the paper)
User showcase repository for CUQIpy

Bibliography¶

References¶

Riis, N. A. B., Alghamdi, A. M. A., Uribe, F., Christensen, S. L., Afkham, B. M., Hansen, P. C., & Jørgensen, J. S. (2024). CUQIpy: I. Computational uncertainty quantification for inverse problems in Python. Inverse Problems, 40(4), 045009. 10.1088/1361-6420/ad22e7
Alghamdi, A. M. A., Riis, N. A. B., Afkham, B. M., Uribe, F., Christensen, S. L., Hansen, P. C., & Jørgensen, J. S. (2024). CUQIpy: II. Computational uncertainty quantification for PDE-based inverse problems in Python. Inverse Problems, 40(4), 045010. 10.1088/1361-6420/ad22e8