11 citations · 20 across the 4 of their papers we have counts for
4 papers
Thermodynamic and Transport Properties of Binary Mixtures of Polyethylene and Higher n-Alkanes from Physics-Informed and Machine-Learned Models
Maria Ley-Flores, Riccardo Alessandri, Sean Najmi +6
The thermodynamics and transport properties of polymeric materials are essential for the design of reactors and for the development of polymer deconstruction processes. Existing pr…
Stochastic Averaging and Sensitivity Analysis for Two Scale Reaction Networks
Araz Hashemi, Marcel Nunez, Petr Plechac +1
In the presence of multiscale dynamics in a reaction network, direct simulation methods become inefficient as they can only advance the system on the smallest scale. This work pres…
Parametric Sensitivity Analysis for Biochemical Reaction Networks based on Pathwise Information Theory
Yannis Pantazis, Markos A. Katsoulakis, Dionisios G. Vlachos
Stochastic modeling and simulation provide powerful predictive methods for the intrinsic understanding of fundamental mechanisms in complex biochemical networks. Typically, such ma…
Multilevel coarse graining and nano--pattern discovery in many particle stochastic systems
Evangelia Kalligiannaki, Markos A. Katsoulakis, Petr Plechac +1
In this work we propose a hierarchy of Monte Carlo methods for sampling equilibrium properties of stochastic lattice systems with competing short and long range interactions. Each…