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List of works by Markos A Katsoulakis

A relative entropy rate method for path space sensitivity analysis of stationary complex stochastic dynamics.

scientific article published in February 2013

Accelerated Sensitivity Analysis in High-Dimensional Stochastic Reaction Networks ⬇️

scientific article

Binomial distribution based tau-leap accelerated stochastic simulation.

scientific article

Derivation and Validation of Mesoscopic Theories for Diffusion of Interacting Molecules

scientific article published in Physical Review Letters

Effects of correlated parameters and uncertainty in electronic-structure-based chemical kinetic modelling

scientific article

Efficient estimators for likelihood ratio sensitivity indices of complex stochastic dynamics ⬇️

scientific article published in March 2016

Explainable and trustworthy artificial intelligence for correctable modeling in chemical sciences

scientific article published on 14 October 2020

From microscopic interactions to macroscopic laws of cluster evolution

scientific article published in February 2000

Goal-oriented sensitivity analysis for lattice kinetic Monte Carlo simulations.

scientific article

Information-theoretic tools for parametrized coarse-graining of non-equilibrium extended systems.

scientific article published in August 2013

Measuring the Irreversibility of Numerical Schemes for Reversible Stochastic Differential Equations

Mechanistic principles of nanoparticle evolution to zeolite crystals.

scientific article published on 16 April 2006

Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theory

scientific article

Parametric sensitivity analysis for stochastic molecular systems using information theoretic metrics

scientific article published in July 2015

Spatially adaptive grand canonical ensemble Monte Carlo simulations.

scientific article published on 9 February 2005

Spatially adaptive lattice coarse-grained Monte Carlo simulations for diffusion of interacting molecules.

scientific article

Stochastic curvature flows: asymptotic derivation, level set formulation and numerical experiments

The geometry of generalized force matching and related information metrics in coarse-graining of molecular systems

scientific article

Uncertainty quantification for generalized Langevin dynamics ⬇️

scientific article published in December 2016

Wave initiation through spatiotemporally controllable perturbations.

scientific article published on 9 April 2003

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