Institute of Information Theory and Automation

Linear Inversion Methods

This page contains algorithm for linear inversion.

Least Square with Adaptive Prior Covariance (LS-APC) algorithm

This algorithm is published in GMD in paper titled "LS-APC v1.0: a tuning-free method for the linear inverse problem and its application to source-term determination" and can be downloaded here.

Multi-nuclide source term estimation algorithm

The algorithm submitted to QJRMS as the paper "Source term estimation of multi-nuclide atmospheric release of radiation from gamma dose rates" can be downloaded here.

Sparse Bayesian Learning methods for high-dimensional data

A set of algorithms (presented at ICIPE 2017) in paper "Comparison of sparse Bayesian regularization methods for high-dimensional inverse problem" can be downloaded here.
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Last modification: 10.09.2017
Institute of Information Theory and Automation