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Cited article:

Parameterization of Coarse-Grained Molecular Interactions through Potential of Mean Force Calculations and Cluster Expansion Techniques

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Scalable information inequalities for uncertainty quantification

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Path-space variational inference for non-equilibrium coarse-grained systems

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Parametrizing coarse grained models for molecular systems at equilibrium

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Parametric sensitivity analysis for stochastic molecular systems using information theoretic metrics

Anastasios Tsourtis, Yannis Pantazis, Markos A. Katsoulakis and Vagelis Harmandaris
The Journal of Chemical Physics 143 (1) (2015)
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Kullback--Leibler Approximation for Probability Measures on Infinite Dimensional Spaces

F. J. Pinski, G. Simpson, A. M. Stuart and H. Weber
SIAM Journal on Mathematical Analysis 47 (6) 4091 (2015)
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Spatial Two-Level Interacting Particle Simulations and Information Theory--Based Error Quantification

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SIAM Journal on Scientific Computing 36 (2) A634 (2014)
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Coarse-graining schemes for stochastic lattice systems with short and long-range interactions

Markos Katsoulakis, Petr Plecháč, Luc Rey-Bellet and Dimitrios Tsagkarogiannis
Mathematics of Computation 83 (288) 1757 (2014)
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Information-theoretic tools for parametrized coarse-graining of non-equilibrium extended systems

Markos A. Katsoulakis and Petr Plecháč
The Journal of Chemical Physics 139 (7) (2013)
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A relative entropy rate method for path space sensitivity analysis of stationary complex stochastic dynamics

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Numerical Analysis of Multiscale Computations

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Multilevel coarse graining and nano-pattern discovery in many particle stochastic systems

Evangelia Kalligiannaki, Markos A. Katsoulakis, Petr Plecháč and Dionisios G. Vlachos
Journal of Computational Physics 231 (6) 2599 (2012)
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From Mesoscale Back to Microscale: Reconstruction Schemes for Coarse-Grained Stochastic Lattice Systems

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SIAM Journal on Numerical Analysis 48 (5) 1647 (2010)
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Multibody Interactions in Coarse-Graining Schemes for Extended Systems

Sasanka Are, Markos A. Katsoulakis, Petr Plecháč and Luc Rey-Bellet
SIAM Journal on Scientific Computing 31 (2) 987 (2009)
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Numerical and Statistical Methods for the Coarse-Graining of Many-Particle Stochastic Systems

Markos A. Katsoulakis, Petr Plecháč and Luc Rey-Bellet
Journal of Scientific Computing 37 (1) 43 (2008)
https://doi.org/10.1007/s10915-008-9216-6