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Physical Review Letters|October 21, 2000
Derivation and validation of mesoscopic theories for diffusion of interacting moleculesVlachos, KatsoulakisPhysical Review Letters|October 4, 2000
From microscopic interactions to macroscopic laws of cluster evolutionKatsoulakis, VlachosBMC Bioinformatics|October 24, 2013
Parametric sensitivity analysis for biochemical reaction networks based on pathwise information theoryYannis Pantazis, Markos A Katsoulakis, Dionisios G VlachosPhysical Review. E, Statistical, Nonlinear, and Soft Matter Physics|March 24, 2005
Spatially adaptive grand canonical ensemble Monte Carlo simulationsA Chatterjee, M A Katsoulakis, D G VlachosThe Journal of Chemical Physics|January 7, 2005
Spatially adaptive lattice coarse-grained Monte Carlo simulations for diffusion of interacting moleculesAbhijit Chatterjee, Dionisios G Vlachos, Markos A KatsoulakisThe Journal of Chemical Physics|January 11, 2005
Binomial distribution based tau-leap accelerated stochastic simulationAbhijit Chatterjee, Dionisios G Vlachos, Markos A KatsoulakisProceedings of the National Academy of Sciences of the United States of America|January 29, 2003
Coarse-grained stochastic processes for microscopic lattice systemsMarkos A Katsoulakis, Andrew J Majda, Dionisios G VlachosScience Advances|October 15, 2020
Explainable and trustworthy artificial intelligence for correctable modeling in chemical sciencesJinchao Feng, Joshua L Lansford, Markos A Katsoulakis, et al.Nature Chemistry|March 23, 2016
Effects of correlated parameters and uncertainty in electronic-structure-based chemical kinetic modellingJonathan E Sutton, Wei Guo, Markos A Katsoulakis, et al.The Journal of Chemical Physics|August 24, 2013
Information-theoretic tools for parametrized coarse-graining of non-equilibrium extended systemsMarkos A Katsoulakis, Petr PlechácPageof 191