Evangelia Kalligiannaki

Foundation for Research and Technology Hellas — Greece

Biochemistry, Genetics and Molecular Biology · Life Sciences

6h-index155citations27works0.02yr avg
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Research Topics

Protein Structure and Dynamics(8), Theoretical and Computational Physics(7), Markov Chains and Monte Carlo Methods(7), Machine Learning in Materials Science(5), Stochastic processes and statistical mechanics(4)

Publications27 total

Robust day-ahead solar forecasting with endogenous data and sliding windows
Journal of Renewable and Sustainable Energy·2024
Bottom-Up Transient Time Models in Coarse-Graining Molecular Systems
Multiscale Modeling and Simulation·2023· 1 cited
Day-Ahead Forecasting of Solar Irradiance & PV Power Output Through Statistical Machine Learning Methods
2022· 4 cited
Preface
Procedia Computer Science·2021Open Access
Data-driven uncertainty quantification for systematic coarse-grained models
Soft Materials·2020· 4 cited
Neural Network Potential Surfaces: A Comparison of two Approaches
Procedia Computer Science·2020· 2 citedOpen Access
Data-driven Uncertainty Quantification for Systematic Coarse-grained Models
arXiv (Cornell University)·2020Open Access
Systematic Coarse-Grained Models for Molecular Systems Using Entropy
2019Open Access
Study of the transient dynamics of coarse-grained molecular systems with the path-space force-matching method
Procedia Computer Science·2019· 2 citedOpen Access
Computational Design of Complex Materials Using Information Theory: From Physics- to Data-driven Multi-scale Molecular Models.
ERCIM news/ERCIM news online edition·2018· 2 cited
Path space force matching and relative entropy methods for coarse-graining molecular systems at transient regimes
Procedia Computer Science·2018· 2 citedOpen Access
FROM ATOMISTIC TO SYSTEMATIC COARSE-GRAINED MODELS FOR MOLECULAR SYSTEMS
2017· 1 citedOpen Access
INFERENCE AND SENSITIVITY IN STOCHASTIC WIND POWER FORECAST MODELS.
2017· 6 citedOpen Access
Parametrizing coarse grained models for molecular systems at equilibrium
The European Physical Journal Special Topics·2016· 18 cited
Path-space variational inference for non-equilibrium coarse-grained systems
Journal of Computational Physics·2016· 42 citedOpen Access
The geometry of generalized force matching and related information metrics in coarse-graining of molecular systems
The Journal of Chemical Physics·2015· 41 citedOpen Access
The geometry of generalized force matching in coarse-graining and related information metrics
arXiv (Cornell University)·2015· 2 citedOpen Access
Information Theoretic Tools for Parameter Fitting in Coarse Grained Models
King Abdullah University of Science and Technology Repository (King Abdullah University of Science and Technology)·2015
Perturbation solutions of the semiclassical Wigner equation
arXiv (Cornell University)·2014· 1 citedOpen Access
Spatial Two-Level Interacting Particle Simulations and Information Theory--Based Error Quantification
SIAM Journal on Scientific Computing·2014· 7 cited
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Frequent Co-authors

Markos A. Katsoulakis(17), Vagelis Harmandaris(15), Petr Plecháč(12), Theodoros Katsaounis(3), Anthony Chazirakis(3), George N. Makrakis(3), Yiannis Kamarianakis(2), Yannis Pantazis(2), Konstantinos Kotsovos(2), Issam Gereige(2), Marwan Abdullah(2), Aqil Jamal(2), Athanasios E. Tzavaras(2), Tangxin Jin(2), Georgia Baxevani(2), Antonis Chazirakis(1), Anastasios Tsourtis(1), Dionisios G. Vlachos(1), Soumaya Elkantassi(1), Raúl Tempone(1)