Gianluca Fabiani

Postdoc, Hopkins Extreme Material Institute, Johns Hopkins University
Joined
September 2024

Names

Gianluca Fabiani (Preferred)

Emails

****@unina.it (Confirmed)
, 
****@jh.edu (Confirmed)

Personal Links

Career & Education History

Postdoc
Hopkins Extreme Material Institute, Johns Hopkins University (johnshopkins.edu)
2025 – 2027
PhD student
Modelling Engineering Risk and Complexity, Scuola Superiore Meridionale (unina.it)
2020 – 2024

Advisors, Relations & Conflicts

Postdoc Advisor
Yannis Kevrekidis
2025 – 2027
PhD Advisor
Yannis Kevrekidis
2021 – 2024
PhD Advisor
Constantinos Siettos
2020 – 2024

Expertise

Neural Operators
2024 – Present
RandONet
2024 – Present
Equation-Free multiscale modeling
2023 – Present
Phase Field Modeling
2022 – Present
Machine Learning
2020 – Present
Complex Systems
2020 – Present
Numerical Analysis
2020 – Present
numerical methods for PDE
2020 – Present
Random Features
, 
Random Projections
2020 – Present
Artificial Neural Networks
2020 – Present
Manifold Learning
2020 – Present
Randomized neural networks
, 
extreme learning machine
, 
random projection neural networks
, 
random fourier features
2020 – Present
pattern recognition
2020 – Present
lattice boltzmann methods
2020 – Present
reservoir computing
2020 – Present
risk analysis
2020 – Present
mathematical modelling
2020 – Present
System identification
, 
inverse problem
2020 – Present
Numerical bifurcation analysis
2020 – Present
PINN
2020 – Present
Python
2018 – Present
Bifurcation Analysis
2018 – Present
Matlab
2015 – Present

Publications

View all 27 publications

Co-Authors