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 | 24 | 2015 |
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 | 22 | 2017 |
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 | 21 | 2016 |
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 | 2 | 2022 |
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 |