Projects

Project Title	Topic	Collaborators	GitHub Repo	Publications
Air Quality Platform data processing	IoTSentinel-5p DataAir Quality	Valeria Pia Vevoto
Giga Connectivity	Connectivity DataSatellite Data AnalysisAI - Machine & Deep Learning	Kelsey Doerksen		AI-POWERED SCHOOL MAPPING AND CONNECTIVITY STATUS PREDICTION USING EARTH OBSERVATION
Onboard real-time segmentation	Satellite Onboarding AISemantic SegmentationAI - Machine & Deep LearningSentinel SAR Data	Cristopher Traba Castro	github.com
Distributed Ledger Technologies for Satellite-based Emergency Mapping	Federated LearningBlockchain & Web3Decentralized & DistributedSentinel SAR Data	Robert Cowlishaw
Air pollution, meteorological conditions and COVID-19 incidence	Remote Sensing DataCopernicus DataAir Quality	Leona Hoffmann
Creating terrains using generative modelling and satellite images	Computer VisionAI - Machine & Deep LearningRemote Sensing DataHigh-performance Computing	Paul Borne Pons
Implicit neural representation for 3D lidar point clouds processing	3D LidarAI - Machine & Deep Learning	Mathilde Letard
High-resolution solar surface irradiance mapping from Sentinel-2 using machine learning super-resolution	AI Sentinel-2AI - Machine & Deep Learning	Lot van Neerbos
From Biomass to VCUs: Spatiotemporal Deep Learning for Decentralized Carbon Credit Issuance from Remote Sensing Data	AI - Machine & Deep LearningRemote Sensing Data	Cecilia Peccolo
Quantum and Classical Machine Learning for EO	Quantum Machine LearningAI - Machine & Deep LearningQuantum ComputingRemote Sensing Data	Alessandro Sebastianelli
Φ-Down: a Python library to simplify access to Copernicus Data Space Ecosystem EO data	Remote Sensing DataSoftware LibraryCopernicus Data	Roberto Del Prete
Laying the Foundation for AI-Based Tip and Cue	AI - Machine & Deep LearningSatellite Onboarding AI	Nadine Duursma
Exploring Neural Architecture Search for Onboard Satellite Deployment	Edge AISatellite Onboarding AIAI - Machine & Deep LearningHigh-performance Computing	Parampuneet Kaur Thind
OrbitalAI IMAGIN-e Challenge	Edge AISatellite Onboarding AIAI - Machine & Deep Learning	Antonio Pascarella
Quantum-Enhanced Earth Observation: Quanvolutional & Hybrid Diffusion Models for Satellite Analytics	Quantum Machine LearningSatellite Data Analysis	Francesco Mauro
Enhancing Predictive Modeling of Geomagnetic Storm via PINNs	AI - Machine & Deep LearningOMNIWeb Data	Manuel Lacal
Tip & Cue: swarm Edge Artificial Intelligence	Edge AISatellite Onboarding AIAI - Machine & Deep LearningSoftware Library	Tobia La Marca
Environmental Feature Clusters (EFCs) Framework: Unsupervised Clustering of Sentinel-2 Data for Data-Driven Ecoregion Mapping	Sentinel SAR DataAI - Machine & Deep LearningCopernicus Data	Sahba El-Shaw
AI for Flood Detection and Mitigation	Foundation ModelsAI - Machine & Deep LearningSemantic SegmentationSentinel SAR Data	Eva Gmelich Meijling
Machine Learning for On-board Processing	Satellite Onboarding AIAI - Machine & Deep LearningRemote Sensing Data	Evgenios Tsigkanos		scholar.google.com
AI-Driven Monitoring of Coastal Water Contaminants Across Diverse Shorelines Using Copernicus Marine Service Data and ϕsat-2 Observations	Remote Sensing DataCopernicus DataAI - Machine & Deep Learning	Francesca Razzano		scholar.google.com
AI and Hybrid Computing for Earth Observation	Computer VisionFoundation ModelsAI - Machine & Deep LearningSoftware Library	Casper Fibaek
Onboard Vessels Identification in Raw Images by Deep Learning	Satellite Onboarding AIAI - Machine & Deep LearningSentinel SAR Data	Domenico Barretta