Number of the records: 1
SurrDAMH 1.0
- 1.0556601 - ÚGN 2023 RIV CZ cze L4 - Software
Bérešová, Simona
SurrDAMH 1.0.
[SurrDAMH 1.0.]
Internal code: SurrDAMH 1.0 ; 2022
Technical parameters: Knihovna surrDAMH verze 1.0 slouží pro numerickou realizaci Bayesovské inverze pomocí metod Markov chain Monte Carlo.
Economic parameters: Knihovna surrDAMH verze 1.0
R&D Projects: GA TA ČR(CZ) TK02010118
EU Projects: European Commission(XE) 847593 - EURAD
Institutional support: RVO:68145535
Keywords : Bayesian inversion * Markov chain Monte Carlo * surrogate model
OECD category: Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
https://github.com/dom0015/surrDAMH/releases/tag/v1.0
Knihovna surrDAMH implementovaná v jazyce Python 3 slouží pro numerickou realizaci Bayesovské inverze. Je založena na algoritmu Metropolis-Hastings se zpožděným přijetím, pro akceleraci využívá zástupné modely a paralelizaci
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 parallelization.
Permanent Link: http://hdl.handle.net/11104/0330778
Number of the records: 1