Head of Simulation and Data Lab (Jülich Supercomputing Centre)
Adjunct Associate Professor (University of Iceland)
Prof. Gabriele Cavallaro
Affiliations
Head of Simulation and Data Lab "AI and ML for Remote Sensing" Jülich Supercomputing Centre
Adjunct Professor, Faculty of Industrial Engineering, Mechanical Engineering and Computer Science
Visiting Professor, Φ-Lab, European Space Agency
Chair of IEEE GRSS Working Group High Performance and Disruptive Computing in Remote Sensing
Read my CV
Research Topics
Remote Sensing
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High Performance Computing
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Machine Learning
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Quantum Computing
Guest lectures, presentations, workshops
Talks
All talks
Courses, lectures, materials
Teaching
All teaching
Calls for papers, funding, vacancies
News and Jobs
All news and jobs
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
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
Read my CV
