Constantinos I. Siettos
Naples, Italy
Last Updated: 09/26/2026
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Found 38 publications
Going with the flow to solve for symmetry-driven PDE dynamics with physics-informed neural networks.
Going with the flow to solve for symmetry-driven PDE dynamics with physics-informed neural networks.
Journal: Nature communications
Published: October 04, 2025
Numerical bifurcation analysis of turing and symmetry broken patterns of a PDE model for vegetation dynamics.
Journal: Journal of mathematical biology
Published: January 29, 2025
Task-oriented machine learning surrogates for tipping points of agent-based models.
Journal: Nature communications
Published: October 24, 2023
Data-driven modelling of brain activity using neural networks, diffusion maps, and the Koopman operator.
Journal: Chaos (Woodbury, N.Y.)
Published: May 12, 2023
Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data.
Learning black- and gray-box chemotactic PDEs/closures from agent based Monte Carlo simulation data.
Journal: Journal of mathematical biology
Published: November 28, 2022
Parsimonious physics-informed random projection neural networks for initial value problems of ODEs and index-1 DAEs.
Journal: Chaos (Woodbury, N.Y.)
Published: November 23, 2022
Time-series forecasting using manifold learning, radial basis function interpolation, and geometric harmonics.
Journal: Chaos (Woodbury, N.Y.)
Published: September 01, 2022
Designing social distancing policies for the COVID-19 pandemic: A probabilistic model predictive control approach.
Journal: Mathematical biosciences and engineering : MBE
Published: August 09, 2022
Lessons from the devastating impact of the first COVID-19 wave in Italy.
Journal: Pathogens and global health
Published: February 25, 2021
A bulletin from Greece: a health system under the pressure of the second COVID-19 wave.
Journal: Pathogens and global health
Published: February 03, 2021
ISOMAP and machine learning algorithms for the construction of embedded functional connectivity networks of anatomically separated brain regions from resting state fMRI data of patients with Schizophrenia.
Journal: AIMS neuroscience
Published: February 01, 2021
The relation of integrated psychological therapy to resting state functional brain connectivity networks in patients with schizophrenia.
Journal: Psychiatry research
Published: August 20, 2020
Last Updated: 09/26/2026