This is Dr. Gianluca Fabiani home on the web!
“Exploring the intricate interplay of intelligence, numerics and patterns in the fabric of complexity”
Research Group Photo
From left to right: Dr. Dimitrios Patsatzis, Hector Vargas Alvarez, Me, Prof. Constantinos Siettos, Dr. Lucia Russo, Prof. Ioannis Kevrekidis, Prof. Felix Dietrich, Dr. Nikolaos Evangelou
Introduction
I am a PhD student in Modeling and Engineering Risk and Complexity (MERC) at Scuola Superiore Meridionale (SSM), Naples, Italy. Additionally, I recently have been a Visiting Student at Johns Hopkins University. I also got a Master’s Degree in Applied Mathematics at Federico II University. My research interests concern numerical analysis, machine learning, bifurcation analysis and mathematical modeling with particular emphasis on problems that arise in multiscale and multiphase complex systems.
Disciplines
Computing in Mathematics, Natural Science, Engineering and Applied Mathematics
Skills and expertise
Programming in MATLAB, C, Fortran, Python, TensorFlow
Research Topics
- Random Projection Neural Networks
- Machine Learning
- Neural Networks and Artificial Intelligence
- Numerical Analysis of Partial Differential Equations
- Complex Systems
- System Identification
- Numerical Bifurcation Analysis
- Complex Networks
- Pattern Recognition