Gianluca Fabiani

Publication Activity (10 Years)

Years Active: 2023-2024
Publications (10 Years): 4

Top Topics

Network Analysis

Magnetic Resonance Imaging

Machine Learning

Top Venues

Nature communications

Chaos (Woodbury, N.Y.)

This page only lists publications with an associated author ORCID identifier.

Publications

Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M Bello-Rivas, Cristina P Martin-Linares, Constantinos I Siettos, Ioannis G Kevrekidis
Task-oriented machine learning surrogates for tipping points of agent-based models. Nature communications 15 (1) (2024)
Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M Bello-Rivas, Cristina P Martin-Linares, Constantinos I Siettos, Ioannis G Kevrekidis
Task-oriented machine learning surrogates for tipping points of agent-based models. Nature communications 15 (1) (2024)
Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui, Juan M Bello-Rivas, Cristina P Martin-Linares, Constantinos I Siettos, Ioannis G Kevrekidis
Task-oriented machine learning surrogates for tipping points of agent-based models. Nature communications 15 (1) (2024)
Gianluca Fabiani, Evangelos Galaris, Lucia Russo, Constantinos I Siettos
Parsimonious physics-informed random projection neural networks for initial value problems of ODEs and index-1 DAEs. Chaos (Woodbury, N.Y.) 33 (4) (2023)