Path-space variational inference for non-equilibrium coarse-grained systems V Harmandaris, E Kalligiannaki, M Katsoulakis, P Plecháč Journal of Computational Physics 314, 355-383, 2016 | 34 | 2016 |

The geometry of generalized force matching and related information metrics in coarse-graining of molecular systems E Kalligiannaki, V Harmandaris, MA Katsoulakis, P Plecháč The Journal of chemical physics 143 (8), 08B613_1, 2015 | 24 | 2015 |

Multilevel coarse graining and nano-pattern discovery in many particle stochastic systems E Kalligiannaki, MA Katsoulakis, P Plecháč, DG Vlachos Journal of Computational Physics 231 (6), 2599-2620, 2012 | 13 | 2012 |

Parametrizing coarse grained models for molecular systems at equilibrium E Kalligiannaki, A Chazirakis, A Tsourtis, MA Katsoulakis, P Plecháč, ... The European Physical Journal Special Topics 225 (8-9), 1347-1372, 2016 | 12 | 2016 |

Spatial Two-Level Interacting Particle Simulations and Information Theory--Based Error Quantification E Kalligiannaki, MA Katsoulakis, P Plechác SIAM Journal on Scientific Computing 36 (2), A634-A667, 2014 | 10 | 2014 |

Coupled coarse graining and Markov Chain Monte Carlo for lattice systems E Kalligiannaki, MA Katsoulakis, P Plecháč Numerical Analysis of Multiscale Computations, 235-257, 2012 | 5 | 2012 |

The geometry of generalized force matching in coarse-graining and related information metrics E Kalligiannaki, V Harmandaris, MA Katsoulakis, P Plechác arXiv preprint arXiv:1504.02152, 2015 | 3 | 2015 |

Particle method for the Wigner equation in high-frequency paraxial propagation E Kalligiannaki Master Thesis, Dept. Mathematics, Univ. Crete, 2002 | 3 | 2002 |

Computational design of complex materials using information theory: from physics-to data-driven multi-scale molecular models V Harmandaris, E Kalligiannaki, MA Katsoulakis ERCIM NEWS, 19-20, 2018 | 2 | 2018 |

INFERENCE AND SENSITIVITY IN STOCHASTIC WIND POWER FORECAST MODELS. S Elkantassi, E Kalligiannaki, R Tempone ECCOMAS, 2017 | 2 | 2017 |

Perturbation solutions of the semiclassical Wigner equation EK Kalligiannaki, GN Makrakis arXiv preprint arXiv:1402.6194, 2014 | 2 | 2014 |

High frequency waves near cusp caustics E Kalligiannaki, K Theodoros, M George N. Quarterly of Applied Mathematics 6 (1), 111-129, 2003 | 2 | 2003 |

Study of the transient dynamics of coarse-grained molecular systems with the path-space force-matching method G Baxevani, E Kalligiannaki, V Harmandaris Procedia Computer Science 156, 59-68, 2019 | 1 | 2019 |

Path space force matching and relative entropy methods for coarse-graining molecular systems at transient regimes E Kalligiannaki, M Katsoulakis, P Plechac, V Harmandaris Procedia Computer Science 136, 331-340, 2018 | 1 | 2018 |

Conservation equations for the semiclassical Schrodinger equation near caustics E Kalligiannaki, M George N. Applicable Analysis 86 (8), 917-944, 2007 | 1 | 2007 |

Data-driven uncertainty quantification for systematic coarse-grained models T Jin, A Chazirakis, E Kalligiannaki, V Harmandaris, MA Katsoulakis Soft Materials 18 (2-3), 348-368, 2020 | | 2020 |

Neural Network Potential Surfaces: A Comparison of two Approaches A Chazirakis, V Kirieri, IM Sarris, E Kalligiannaki, V Harmandaris Procedia Computer Science 178, 345-354, 2020 | | 2020 |

Systematic Coarse-Grained Models for Molecular Systems Using Entropy E Kalligiannaki, V Harmandaris, M Katsoulakis Multidisciplinary Digital Publishing Institute Proceedings 46 (1), 27, 2020 | | 2020 |

Systematic Coarse-Grained Models for Molecular Systems Using Entropy V Harmandaris, E Kalligiannaki, M Katsoulakis Proceedings of 5th International Electronic Conference on Entropy and Its …, 2019 | | 2019 |

Inference and sensitivity in stochastic wind power models S Elkantassi, E Kalligiannaki, R Tempone 2nd International Conference on Uncertainty Quantification in Computational …, 2017 | | 2017 |