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Anastasios Tsourtis
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Cited by
Year
Parametric sensitivity analysis for stochastic molecular systems using information theoretic metrics
A Tsourtis, Y Pantazis, MA Katsoulakis, V Harmandaris
The Journal of chemical physics 143 (1), 2015
242015
Parameterization of coarse-grained molecular interactions through potential of mean force calculations and cluster expansion techniques
A Tsourtis, V Harmandaris, D Tsagkarogiannis
Entropy 19 (8), 395, 2017
222017
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
212016
Gan-based training of semi-interpretable generators for biological data interpolation and augmentation
A Tsourtis, G Papoutsoglou, Y Pantazis
Applied Sciences 12 (11), 5434, 2022
22022
A Variance Reduction Method for Neural-based Divergence Estimation
J Birrell, MA Katsoulakis, Y Pantazis, D Paul, A Tsourtis
2021
Efficient Discrimination between Biological Populations via Neural-based Estimation of Rényi Divergence
A Tsourtis, G Papoutsoglou, Y Pantazis
UNCECOMP 2021, 112-128, 2021
2021
Inference of Stochastic Dynamical Systems from Cross-Sectional Population Data
A Tsourtis, Y Pantazis, I Tsamardinos
arXiv preprint arXiv:2012.05055, 2020
2020
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Articles 1–7