Efficient sampling of Bayesian posteriors and predictive distributions in χEFT
Licentiate thesis, 2021
chiral effective field theory
Bayesian parameter estimation
nuclear physics
Markov chain Monte Carlo
two-nucleon scattering
Author
Isak Svensson
Subatomic, High Energy and Plasma Physics PP
Included papers
S. Wesolowski, I. Svensson, A. Ekström, C. Forssén, R.J. Furnstahl, J. A. Melendez, and D. R. Phillips. Fast and rigorous constraints on chiral three-nucleon forces from few-body observables
Manuscript
I. Svensson, A. Ekström, and C. Forssén. Bayesian parameter estimation in χEFT using Hamiltonian Monte Carlo
Manuscript
Research Project(s)
Strong interactions for precision nuclear physics (PrecisionNuclei)
European Commission (EC) (EC/H2020/758027), 2018-02-01 -- 2023-01-31.
Categorizing
Subject Categories (SSIF 2011)
Subatomic Physics
Probability Theory and Statistics
Roots
Basic sciences
Infrastructure
C3SE (Chalmers Centre for Computational Science and Engineering)
Other
Publisher
Chalmers
Public defence
2021-09-29 10:00 -- 12:00
PJ-salen
Opponent: Arnau Rios Huguet, University of Surrey, Storbritannien