Dimitrios G. Patsatzis

According to our database, Dimitrios G. Patsatzis authored at least 5 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning.

Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos

SIAM J. Sci. Comput., 2024

GoRINNs: Godunov-Riemann Informed Neural Networks for Learning Hyperbolic Conservation Laws.

Dimitrios G. Patsatzis, Mario di Bernardo, Lucia Russo, Constantinos I. Siettos

CoRR, 2024

Learning the Latent dynamics of Fluid flows from High-Fidelity Numerical Simulations using Parsimonious Diffusion Maps.

Alessandro Della Pia, Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos

CoRR, 2024

A physics-informed neural network method for the approximation of slow invariant manifolds for the general class of stiff systems of ODEs.

Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos

CoRR, 2024

2023

Data-driven control of agent-based models: An Equation/Variable-free machine learning approach.

Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos

J. Comput. Phys., April, 2023