Head of Simulation and Data Lab (Jülich Supercomputing Centre)
Adjunct Associate Professor (University of Iceland)

Prof. Gabriele Cavallaro

Remote Sensing

High Performance Computing

Machine Learning

Quantum Computing

Professor Gabriele Cavallaro

Affiliations

logo of the forschungszentrum Jülich, Jülich supercomputing center
Head of Simulation and Data Lab "AI and ML for Remote Sensing" Jülich Supercomputing Centre
logo university of iceland
Adjunct Professor, Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
logo european space agency
Visiting Professor, Φ-Lab, European Space Agency
logo of HDCRS
Chair of IEEE GRSS Working Group High Performance and Disruptive Computing in Remote Sensing

Research Topics

Remote Sensing

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High Performance Computing

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Machine Learning

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Quantum Computing

Academic papers

Recent Publications

Conference Papers

2022

Practice and Experience using High Performance Computing and Quantum Computing to Speed-up Data Science Methods in Scientific Applications

2021

Quantum Support Vector Machine Algorithms for Remote Sensing Data Classification

2021

Practice and Experience in using Parallel and Scalable Machine Learning in Remote Sensing from HPC over Clouds to Quantum Computing

Journals

2022

Remote Sensing Image Classification Using CNNs With Balanced Gradient for Distributed Heterogeneous Computing

2022

Predicting Classification Performance for Benchmark Hyperspectral Datasets

2015

Extended Self-Dual Attribute Profiles for the Classification of Hyperspectral Images

Book chapters

2018

Remote Sensing Data Fusion: Markov Models and Mathematical Morphology for Multisensor, Multiresolution, and Multiscale Image Classification

2016

Analyzing Remote Sensing Images with Hierarchical Morphological Representations

About me

I graduated in telecommunications with the University of Trento, where I received both my Bachelor's and Master's degree.

I did my Erasmus at the University of Iceland, which eventually led to three years of doctoral studies and earning the title of PhD.

Since then, I've been a research assistant at JSC - Jülich Supercomputing Centre, later becoming Head of Simulation and Data Lab. Since 2022, I have been granted adjunct associate Professorship at the University of Iceland in Reykjavík. I work at the intersection of Remote Sensing (RS), High Performance Computing (HPC), Quantum Computing (QC) and Machine Learning (ML).

You can contact me at
g.cavallaro@fz-juelich.de
gcavallaro@hi.is