| 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), 2015 | 45 | 2015 |
| 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 | 43 | 2016 |
| 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, 1347-1372, 2016 | 22 | 2016 |
| 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 | 16 | 2012 |
| 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 | 11 | 2014 |
| Coupled coarse graining and Markov Chain Monte Carlo for lattice systems E Kalligiannaki, MA Katsoulakis, P Plecháč Numerical Analysis of Multiscale Computations: Proceedings of a Winter …, 2011 | 7 | 2011 |
| Inference and sensitivity in stochastic wind power models S Elkantassi, E Kalligiannaki, R Tempone 2nd International Conference on Uncertainty Quantification in Computational …, 2017 | 6* | 2017 |
| 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 | 4 | 2015 |
| 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 | 3 | 2019 |
| Particle Method for the Wigner Equation in High Frequency Paraxial Propagation E Kalligiannaki Master Thesis, Dept. Mathematics, Univ. Crete, 2002 | 3 | 2002 |
| 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 | 2 | 2020 |
| 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 |
| 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 | 2 | 2018 |
| 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 |
| Bottom-up transient time models in coarse-graining molecular systems G Baxevani, V Harmandaris, E Kalligiannaki, I Tsantili Multiscale Modeling & Simulation 21 (4), 1746-1774, 2023 | 1 | 2023 |
| Day-ahead forecasting of solar irradiance & pv power output through statistical machine learning methods Y Kamarianakis, Y Pantazis, E Kalligiannaki, TD Katsaounis, K Kotsovos, ... 2022 Saudi Arabia Smart Grid (SASG), 1-5, 2022 | 1 | 2022 |
| Day-Ahead Forecasting of Solar Irradiance: KNN-Based Ensembles AT Y. Kamarianakis, Y. Pantazis, E. Kalligiannaki, K. Kotsovos, I. Gereige ... | 1* | 2022 |
| 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 | 1 | 2020 |
| From atomistic to systematic coarse-grained models for molecular systems V Harmandaris, E Kalligiannaki, MA Katsoulakis, P Plecháč 2nd International Conference on Uncertainty Quantification in Computational …, 2017 | 1 | 2017 |
Markos A. KatsoulakisUniversity of Massachusetts, AmherstVerified email at umass.edu