| Numerical bifurcation analysis of PDEs from lattice Boltzmann model simulations: a parsimonious machine learning approach E Galaris, G Fabiani, I Gallos, I Kevrekidis, C Siettos Journal of Scientific Computing 92 (2), 34, 2022 | 31 | 2022 |
| Construction of embedded fMRI resting-state functional connectivity networks using manifold learning IK Gallos, E Galaris, CI Siettos Cognitive neurodynamics 15 (4), 585-608, 2021 | 23 | 2021 |
| Parsimonious physics-informed random projection neural networks for initial value problems of ODEs and index-1 DAEs G Fabiani, E Galaris, L Russo, C Siettos Chaos: An Interdisciplinary Journal of Nonlinear Science 33 (4), 2023 | 22 | 2023 |
| Electroencephalography source localization analysis in epileptic children during a visual working‐memory task E Galaris, I Gallos, I Myatchin, L Lagae, C Siettos International Journal for Numerical Methods in Biomedical Engineering 36 (12 …, 2020 | 8 | 2020 |
| Numerical solution of stiff ODEs with physics-informed RPNNs E Galaris, G Fabiani, F Calabrò, D di Serafino, C Siettos arXiv preprint arXiv:2108.01584, 2021 | 3* | 2021 |
| Modelling and Analysis of Functional Connectivity in EEG source level in Chlidren with Epilepsy E Galaris, K Siettos Book of Abstracts of the 3rd International Conference and Summer School …, 2019 | 1 | 2019 |
| Physics-informed numerical analysis and machine learning for modelling and analysis of large scale complex systems with applications in computational neuroscience E Galaris Università degli Studi di Napoli Federico II, 2022 | | 2022 |
