20 citations · 20 across the 3 of their papers we have counts for
3 papers
Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data
Anastasios Tsourtis, Yannis Pantazis, Ioannis Tsamardinos
Inferring the driving equations of a dynamical system from population or time-course data is important in several scientific fields such as biochemistry, epidemiology, financial ma…
Parameterization of Coarse-grained Molecular Interactions through Potential of Mean Force Calculations and Cluster Expansions Techniques
Anastasios Tsourtis, Vagelis Harmandaris, Dimitrios Tsagkarogiannis
We present a systematic coarse-graining (CG) strategy for many particle molecular systems based on cluster expansion techniques. We construct a hierarchy of coarse-grained Hamilton…
Parametric Sensitivity Analysis for Stochastic Molecular Systems using Information Theoretic Metrics
Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis +1
In this paper we extend the parametric sensitivity analysis (SA) methodology proposed in Ref. [Y. Pantazis and M. A. Katsoulakis, J. Chem. Phys. 138, 054115 (2013)] to continuous t…