Gianluca Fabiani

Gianluca Fabiani

Università degli Studi di Napoli Federico II - Napoli / Italy
Natural Sciences / Mathematical Sciences
AD Scientific Index ID: 5483046
University of Naples Federico II
person_outline Gianluca Fabiani's MOST POPULAR ARTICLES
1-) Extreme learning machine collocation for the numerical solution of elliptic PDEs with sharp gradientsF Calabrò, G Fabiani, C SiettosComputer Methods in Applied Mechanics and Engineering 387, 114188, 2021572021
2-) Numerical solution and bifurcation analysis of nonlinear partial differential equations with extreme learning machinesG Fabiani, F Calabrò, L Russo, C SiettosJournal of Scientific Computing 89 (44), 2021542021
3-) Numerical bifurcation analysis of PDEs from lattice Boltzmann model simulations: a parsimonious machine learning approachE Galaris, G Fabiani, I Gallos, I Kevrekidis, C SiettosJournal of Scientific Computing 92 (2), 34, 2022352022
4-) Parsimonious physics-informed random projection neural networks for initial value problems of ODEs and index-1 DAEsG Fabiani, E Galaris, L Russo, C SiettosChaos: An Interdisciplinary Journal of Nonlinear Science 33 (4), 2023262023
5-) Task-oriented machine learning surrogates for tipping points of agent-based modelsG Fabiani, N Evangelou, T Cui, JM Bello-Rivas, CP Martin-Linares, ...Nature communications 15 (1), 4117, 202412*2024