Multilevel coarse graining and nano-pattern discovery in many particle stochastic systems. - Evangelia Kalligiannaki; Markos A. Katsoulakis; Petr Plechác; Dionisios G. Vlachos (J. Comput. Phys., 2012)

Spatial Two-Level Interacting Particle Simulations and Information Theory-Based Error Quantification. - Evangelia Kalligiannaki; Markos A. Katsoulakis; Petr Plechác (SIAM J. Sci. Comput., 2014)

Path-space variational inference for non-equilibrium coarse-grained systems. - Vagelis Harmandaris; Evangelia Kalligiannaki; Markos A. Katsoulakis; Petr Plechác (J. Comput. Phys., 2016)

Computational Design of Complex Materials Using Information Theory: From Physics- to Data-driven Multi-scale Molecular Models. - Vagelis Harmandaris; Evangelia Kalligiannaki; Markos A. Katsoulakis (ERCIM News, 2018)

Bottom-Up Transient Time Models in Coarse-Graining Molecular Systems. - Georgia Baxevani; Vagelis Harmandaris; Evangelia Kalligiannaki; Ivi Tsantili (Multiscale Model. Simul., 2023)