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Evangelos Galaris

Parsimonious Physics-Informed Random Projection Neural Networks for Initial-Value Problems of ODEs and index-1 DAEs

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Mar 11, 2022
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Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach

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Feb 15, 2022
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Numerical Solution of Stiff Ordinary Differential Equations with Random Projection Neural Networks

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Aug 03, 2021
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Construction of embedded fMRI resting state functional connectivity networks using manifold learning

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May 25, 2020
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