Constantinos Siettos

13PUBLICATIONS
17CO-AUTHORS
Integrable systems (classical and quantum)Neural networksNumerical solution of differential and integral equationsMathematical aspects of general relativityEcological impacts of climate change and ecological adaptation
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Publications (13)

|Sep 02, 2026
Going with the flow to solve for symmetry-driven PDE dynamics with physics-informed neural networks.

|May 15, 2024
Task-oriented machine learning surrogates for tipping points of agent-based models.

Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui

|Jan 29, 2024
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator.

Ioannis K Gallos, Daniel Lehmberg, Felix Dietrich

|Apr 25, 2023
Parsimonious physics-informed random projection neural networks for initial value problems of ODEs and index-1 DAEs.

Gianluca Fabiani, Evangelos Galaris, Lucia Russo

|Sep 01, 2022
Time-series forecasting using manifold learning, radial basis function interpolation, and geometric harmonics.

Panagiotis G Papaioannou, Ronen Talmon, Ioannis G Kevrekidis

|Aug 09, 2021
Construction of embedded fMRI resting-state functional connectivity networks using manifold learning.

Ioannis K Gallos, Evangelos Galaris, Constantinos I Siettos

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Frequent Collaborators

3 joint publications

Cleo Anastassopoulou

3 joint publications

Ioannis G Kevrekidis

3 joint publications

Gianluca Fabiani

2 joint publications

Georgia Vrioni