Concepedia

Gianluca Fabiani

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Statistics

Publications

8

Citations

291

H-Index

8

Active since

2020

Affiliations

Scuola Superiore Meridionale(Current)

University of Naples Federico II

Johns Hopkins University

Johns Hopkins Medicine

Gianluca Fabiani is an author at Scuola Superiore Meridionale specializing in partial differential equations, computer science, and machine learning.

Publications per year

2020–2024

8

Publications

8

Extreme learning machine collocation for the numerical solution of elliptic PDEs with sharp gradients

Francesco Calabrò, Gianluca Fabiani, Constantinos Siettos · arXiv (Cornell University) · 2020 · 86 citations · Full text

Computing, Computational Engineering, Computer Science +13

Numerical Solution and Bifurcation Analysis of Nonlinear Partial Differential Equations with Extreme Learning Machines

Gianluca Fabiani, Francesco Calabrò, Lucia Russo et al. · arXiv (Cornell University) · 2021 · 83 citations · Full text

Computing, Computational Engineering, Physics +17

Numerical Bifurcation Analysis of PDEs From Lattice Boltzmann Model Simulations: a Parsimonious Machine Learning Approach

Evangelos Galaris, Gianluca Fabiani, Ioannis Gallos et al. · Journal of Scientific Computing · 2022 · 46 citations · Full text

Computing, Computational Engineering, Computer Science +16

Task-oriented machine learning surrogates for tipping points of agent-based models

Gianluca Fabiani, Nikolaos Evangelou, Tianqi Cui et al. · Nature Communications · 2024 · 24 citations · Full text

Computing, Computer Science, Finance +17

RandONets: Shallow networks with random projections for learning linear and nonlinear operators

Gianluca Fabiani, Ioannis G. Kevrekidis, Constantinos Siettos et al. · Journal of Computational Physics · 2024 · 16 citations · Full text

Computing, Computer Science, Mathematics +16

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