Dimitrios G. Patsatzis

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 5

Top Topics

Agent Based Models

Spatial Structure

Top Venues

J. Comput. Phys.

SIAM J. Sci. Comput.

Publications

Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. SIAM J. Sci. Comput. 46 (4) (2024)
Dimitrios G. Patsatzis, Lucia Russo, Constantinos I. Siettos
A physics-informed neural network method for the approximation of slow invariant manifolds for the general class of stiff systems of ODEs. CoRR (2024)
Dimitrios G. Patsatzis, Gianluca Fabiani, Lucia Russo, Constantinos I. Siettos
Slow Invariant Manifolds of Singularly Perturbed Systems via Physics-Informed Machine Learning. CoRR (2023)
Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
Data-driven control of agent-based models: An Equation/Variable-free machine learning approach. J. Comput. Phys. 478 (2023)
Dimitrios G. Patsatzis, Lucia Russo, Ioannis G. Kevrekidis, Constantinos I. Siettos
Data-driven Control of Agent-based Models: an Equation/Variable-free Machine Learning Approach. CoRR (2022)