Evangelia Kalligiannaki

Address: Nikolaou Plastira 100, Vassilika Vouton,

GR 700 13 Heraklion, Crete, GREECE

Office: C-215

Phone: +302810391891

e-mail: evangelia.kalligiannaki at iacm.forth.gr & evangelia.kalligiannaki at gmail.com

Education

2007 Ph.D, Applied Mathematics,

Department of Applied Mathematics, University of Crete, Greece.

2002 M.S. in Applied Mathematics,

Department of Applied Mathematics, University of Crete, Greece

1999 B.Sc. in Mathematics,

Department of Mathematics, University of Crete, Greece.

Research Interests

Multi-scale modeling. Uncertainty quantification. Variational inference.

Stochastic simulations. Markov chain Monte Carlo methods. Multi-level & Multi-Index Monte Carlo methods.

Statistical mechanics. Interacting particle systems. Complex fluids and polymers. Surface processes.

Semiclassical asymptotics, high frequency fields near caustics.

Publications

  1. E. Kalligiannaki, A. Chazirakis, A. Tsourtis, M. Katsoulakis, P. Plechac, V. Harmandaris, Parametrizing coarse grained models for molecular systems at equilibrium, EPJ ST, 225(8), 1347-1372, 2016, dx.doi.org/10.1140/epjst/e2016-60145-x.
  2. V. Harmandaris, E. Kalligiannaki, M. Katsoulakis and P. Plechac, Path-space variational inference for non-equilibrium coarse-grained systems, J.Comp. Phys.,314(1), 2016, 355-383, doi:10.1016/j.jcp.2016.03.021, arXiv:1508.00289.
  3. E. Kalligiannaki, V. Harmandaris, M. Katsoulakis, P. Plechac, The geometry of force matching in coarse graining and related information metrics, J. Chem. Phys., doi:10.1063/1.4928857, arXiv:1504.02152.
  4. E. Kalligiannaki, M. Katsoulakis, P. Plechac, Spatial multi-level interacting particle simulations and information theory-based error quantification, SIAM J. Sci. Comput. 36-2, 2014, A634-A667, doi:10.1137/120887060, arXiv:1208.0730.
  5. E. Kalligiannaki, M. Katsoulakis, P. Plechac, D. Vlachos, Multilevel coarse graining and nano-pattern discovery in many particle stochastic systems, J. Comp. Phys., 231(6), 2012, 2599-2620. doi:10.1016/j.jcp.2011.12.011, arXiv:1109.0459.
  6. E. Kalligiannaki, M. Katsoulakis, P. Plechac, Coupled coarse graining and Markov Chain Monte Carlo for lattice systems, "Numerical Analysis of Multiscale Computations", Eds: B. Engquist, O. Runborg, Y R. Tsai, Lect. Notes Comput. Sci. Eng. 82, 2011, 235-257, arXiv:1006.3781.
  7. E. Kalligiannaki, G.N. Makrakis, Conservation equations for the semiclassical Schrodinger equation near caustics, Appl. Anal., 86(8), 2007, 917-944. doi:10.1080/00036810701355000.
  8. E. Kalligiannaki, Th. Katsaounis, G.N. Makrakis, High frequency waves near cusp caustics, Quart. Appl. Math., 61(1), 2003, 111-129.


In conference proceedings

  1. S. Elkantassi, E. Kalligiannaki and R. Tempone. Inference and sensitivity for stochastic wind power forecast models. UNCECOMP 2017, 2nd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering, Rhodes Island, Greece, 15-17 June 2017, doi:10.7712/120217.5377.16899.
  2. V. Harmandaris, E. Kalligiannaki, M. Katsoulakis and P. Plechac. From Atomistic to Systematic Coarse-Grained Models for Molecular Systems. UNCECOMP 2017, 2nd ECCOMAS Thematic Conference on Uncertainty Quantification in Computational Sciences and Engineering, Rhodes Island, Greece, 15-17 June 2017, doi:10.7712/120217.5378.17211.