AIUQ-package {AIUQ}R Documentation

AIUQ: Ab Initio Uncertainty Quantification

Description

Uncertainty quantification and inverse estimation by probabilistic generative models from the beginning of the data analysis. An example is a Fourier basis method for inverse estimation in scattering analysis of microscopy videos. It does not require specifying a certain range of Fourier bases and it substantially reduces computational cost via the generalized Schur algorithm. See the reference: Mengyang Gu, Yue He, Xubo Liu and Yimin Luo (2023), doi:10.48550/arXiv.2309.02468.

Author(s)

Maintainer: Mengyang Gu mengyang@pstat.ucsb.edu

Authors:


[Package AIUQ version 0.5.3 Index]