AIUQ-package: AIUQ: Ab Initio Uncertainty Quantification

In AIUQ: Ab Initio Uncertainty Quantification

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), \Sexpr[results=rd]{tools:::Rd_expr_doi("10.48550/arXiv.2309.02468")}.

Author(s)

Maintainer: Mengyang Gu [e-mail]

Authors:

• Yue He

• Xubo Liu

AIUQ documentation built on July 2, 2024, 9:06 a.m.