List of works - Simon Olsson

A scalable approach to the computation of invariant measures for high-dimensional Markovian systems

scientific article published on 29 January 2018

An efficient null model for conformational fluctuations in proteins

scientific article published on 10 May 2012

Bayesian inference of protein ensembles from SAXS data

scientific article

Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning

scientific article published on 01 September 2019

Combining experimental and simulation data of molecular processes via augmented Markov models.

scientific article published on 17 July 2017

Complementarity and congruence between exact NOEs and traditional NMR probes for spatial decoding of protein dynamics.

scientific article published on 20 July 2015

Dynamic graphical models of molecular kinetics

scientific article published on 08 July 2019

Generative probabilistic models extend the scope of inferential structure determination

scientific article

Machine Learning of Coarse-Grained Molecular Dynamics Force Fields

scientific article published on 15 April 2019

Mechanistic Models of Chemical Exchange Induced Relaxation in Protein NMR.

scientific article published on 13 December 2016

Molecular Determinants for Unphosphorylated STAT3 Dimerization Determined by Integrative Modeling.

scientific article published on 18 August 2015

Molecular Dynamics of Biomolecules through Direct Analysis of Dipolar Couplings

scientific article

PHAISTOS: a framework for Markov chain Monte Carlo simulation and inference of protein structure

scientific article

Probabilistic Determination of Native State Ensembles of Proteins

scientific article published on 30 June 2014

Quantification of Entropy-Loss in Replica-Averaged Modeling

scientific article published on 19 August 2015

The Dynamic Basis for Signal Propagation in Human Pin1-WW.

scientific article published on 3 August 2016

The Exact NOE as an Alternative in Ensemble Structure Determination

scientific article published on January 2016

List of works by Simon Olsson

A scalable approach to the computation of invariant measures for high-dimensional Markovian systems

An efficient null model for conformational fluctuations in proteins

Bayesian inference of protein ensembles from SAXS data

Boltzmann generators: Sampling equilibrium states of many-body systems with deep learning

Combining experimental and simulation data of molecular processes via augmented Markov models.

Complementarity and congruence between exact NOEs and traditional NMR probes for spatial decoding of protein dynamics.

Dynamic graphical models of molecular kinetics

Generative probabilistic models extend the scope of inferential structure determination

Machine Learning of Coarse-Grained Molecular Dynamics Force Fields

Mechanistic Models of Chemical Exchange Induced Relaxation in Protein NMR.

Molecular Determinants for Unphosphorylated STAT3 Dimerization Determined by Integrative Modeling.

Molecular Dynamics of Biomolecules through Direct Analysis of Dipolar Couplings

PHAISTOS: a framework for Markov chain Monte Carlo simulation and inference of protein structure

Probabilistic Determination of Native State Ensembles of Proteins

Quantification of Entropy-Loss in Replica-Averaged Modeling

The Dynamic Basis for Signal Propagation in Human Pin1-WW.

The Exact NOE as an Alternative in Ensemble Structure Determination