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Ioannis Gallos

Ioannis K. Gallos

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Journal Articles

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2022
[j1]
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  - journals/jscic/GalarisFGKS22
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  - https://dblp.org/rec/journals/jscic/GalarisFGKS22
Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos:
Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model Simulations: a Parsimonious Machine Learning Approach. J. Sci. Comput. 92(2): 34 (2022)

Informal and Other Publications

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2023
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  - journals/corr/abs-2304-11925
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Ioannis K. Gallos, Daniel Lehmberg, Felix Dietrich, Constantinos I. Siettos:
Data-driven modelling of brain activity using neural networks, Diffusion Maps, and the Koopman operator. CoRR abs/2304.11925 (2023)
2022
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  - journals/corr/abs-2201-13323
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Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos, Ioannis G. Kevrekidis, Constantinos I. Siettos:
Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach. CoRR abs/2201.13323 (2022)
2020
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  - journals/corr/abs-2005-11186
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Evangelos Galaris, Ioannis Gallos, Ivan Myatchin, Lieven Lagae, Constantinos I. Siettos:
EEG source localization analysis in epileptic children during a visual working-memory task. CoRR abs/2005.11186 (2020)
[i1]
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  - journals/corr/abs-2005-12390
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Ioannis Gallos, Evangelos Galaris, Constantinos I. Siettos:
Construction of embedded fMRI resting state functional connectivity networks using manifold learning. CoRR abs/2005.12390 (2020)

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