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SurrDAMH 1.0
surrDAMH library implemented in Python 3 serves for the numerical realization of the Bayesian inversion. It is based on the delayed acceptance Metropolis-Hastings algorithm and accelerated using surrogate models and using paralleliz...
Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
- 2022 •
- R •
- Link
Rok uplatnění
R - Software
Výsledek na webu
A comparison of deterministic and Bayesian inverse with application in micromechanics
uncertainties in observed values, Bayesian inversion is also considered in order to obtain. The connection between Bayesian inversion and Tikhonov regularization and advantages of each the microstructure geometry ...
Applied mathematics
- 2018 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Numerical realization of the Bayesian inversion accelerated using surrogate models
The Bayesian inversion is a natural approach to the solution of inverse problems based on uncertain observed data. The result of such an inverse problem is the posterior distribution of unknown parameters. This pap...
Applied mathematics
- 2023 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
Bayesian Evolutionary Inversions in Computational Electromagnetics.
Annotation not available...
BD - Teorie informace
- 1999 •
- D
Rok uplatnění
D - Stať ve sborníku
Bayesian Evolutionary Inversions in Computational Electromagnetics.
Annotation not available...
BM - Fyzika pevných látek a magnetismus
- 2000 •
- Jx
Rok uplatnění
Jx - Nezařazeno - Článek v odborném periodiku (Jimp, Jsc a Jost)
Application of Acoustical Method to Characterize Nonwoven Material
was used to measure sound reflection and transmission coefficients. The inversion methods used in this research are least square and Bayesian approaches. The least square method was achieved via Nelder-Mead algorithm. The Bayes...
Textiles; including synthetic dyes, colours, fibres (nanoscale materials to be 2.10; biomaterials to be 2.9)
- 2021 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Inverse Problems for Nonlinear Systems via Bayesian Parameter Identification
Inverse problems are important in engineering science and appear very frequently such as for example in estimation of material porosity and properties experiments in a Bayesian setting becomes well-posed. In this manner the Baye...
BA - Obecná matematika
- 2012 •
- O •
- Link
Rok uplatnění
O - Ostatní výsledky
Výsledek na webu
Bayesian Evolutionary Inversions in Biomedical NMR-Spectroscopy.
Annotation not available...
BD - Teorie informace
- 2000 •
- D
Rok uplatnění
D - Stať ve sborníku
Solution of Inverse Problems using Bayesian Approach with Application to Estimation of Material Parameters in Darcy Flow
. In the Bayesian approach every unknown or inaccurate value is treated as a random variable. This paper presents an application of the Bayesian inverse approach to the reconstructionStandard numerical methods for solving <...
Applied mathematics
- 2017 •
- Jimp •
- Link
Rok uplatnění
Jimp - Článek v periodiku v databázi Web of Science
Výsledek na webu
Efficient Implementation of the Bayesian Inversion by MCMC with Acceleration of Posterior Sampling Using Surrogate Models
uncertainties in observed data, the use of the Bayesian inversion is natural. In comparison, the Bayesian approach provides their probability distribution. The implementation of the Bayesian inversion is ...
Applied mathematics
- 2021 •
- D •
- Link
Rok uplatnění
D - Stať ve sborníku
Výsledek na webu
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