Projects Gallery
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Unlocking the Potential of Quantum Machine Learning Algorithms for Earth Observation
Unlocking the Potential of Quantum Machine Learning Algorithms for Earth Observation
TerraVerse — Multimodal Generative Models for Earth Observation Simulation and Analysis
TerraVerse — Multimodal Generative Models for Earth Observation Simulation and Analysis
Gaussian Boson Sampling for Earth Observation (GBS4EO)
Gaussian Boson Sampling for Earth Observation (GBS4EO)
HYPER-EDGE — Hyperdimensional Computing for On-board Wildfire Detection and Air Quality Assessment
HYPER-EDGE — Hyperdimensional Computing for On-board Wildfire Detection and Air Quality Assessment
Agentic AI for Earth Observation: Evaluation and Benchmarking of LLMs
Agentic AI for Earth Observation: Evaluation and Benchmarking of LLMs
Cognitive Cloud Computing in Space for Earth Observation (3CS4EO)
Cognitive Cloud Computing in Space for Earth Observation (3CS4EO)
Onboard-Constrained Geospatial Foundation Models: Pretraining, Domain Adaptation, and Distillation for Φsat-2
Onboard-Constrained Geospatial Foundation Models: Pretraining, Domain Adaptation, and Distillation for Φsat-2
Physics-informed deep learning for subsurface reconstruction of essential ocean variables
Physics-informed deep learning for subsurface reconstruction of essential ocean variables
Making GeoFMs Sensor-Aware for On-board Earth Observation
Making GeoFMs Sensor-Aware for On-board Earth Observation
A Systematic Comparison of TerraMind and THOR: Downstream Deployment Architecture Outweighs Model Choice in Geospatial Foundation Model Performance
A Systematic Comparison of TerraMind and THOR: Downstream Deployment Architecture Outweighs Model Choice in Geospatial Foundation Model Performance
DepthDif: Conditional Diffusion for Densifying Sparse Ocean Temperature Observations
DepthDif: Conditional Diffusion for Densifying Sparse Ocean Temperature Observations
Diffusion ModelsComputer Vision
Automated Detection of Water-Area Dynamics in Small Agricultural Reservoirs from COSMO-SkyMed
Automated Detection of Water-Area Dynamics in Small Agricultural Reservoirs from COSMO-SkyMed
Learning Semantic Information from Level-0 SAR for Onboard Land-Cover Classification 
Learning Semantic Information from Level-0 SAR for Onboard Land-Cover Classification
Optimizing Onboard Earth observation AI for robustness against Sensor Degradations
Optimizing Onboard Earth observation AI for robustness against Sensor Degradations
Immersive Visualization Metaverse (IMMERSIVE EO)
Immersive Visualization Metaverse (IMMERSIVE EO)
Flood MonitoringDigital TwinExplainable AI
Generative AI for SAR Duty Cycle Reduction
Generative AI for SAR Duty Cycle Reduction
AI - Machine & Deep LearningSentinel SAR Data
Sub-aperture SAR processing and self-supervised enhancement of Sentinel-1 imagery for AI-ready Earth Observation datasets
Sub-aperture SAR processing and self-supervised enhancement of Sentinel-1 imagery for AI-ready Earth Observation datasets
Sentinel SAR DataAI - Machine & Deep LearningSatellite Data Analysis
Bád - EO Foresight Cognisat-6 In Orbit Demonstration
Bád - EO Foresight Cognisat-6 In Orbit Demonstration
Geospatial Foundation Models for Archaeological Prospection Tasks
Geospatial Foundation Models for Archaeological Prospection Tasks
AI4EO and PINNs4EO
AI4EO and PINNs4EO
AI - Machine & Deep LearningPhysics-Informed Neural NetworksIce Monitoring
Beyond Conditional Diffusion: A Physics-Guided Diffusion Framework for Joint Forecasting of Physical Drivers and Multispectral Satellite Data
Beyond Conditional Diffusion: A Physics-Guided Diffusion Framework for Joint Forecasting of Physical Drivers and Multispectral Satellite Data
Diffusion ModelsAI - Machine & Deep LearningAI Sentinel-2
Innovative Earth Observation and Artificial Intelligence Solutions for Water Resources Management and Risk Assessment
Innovative Earth Observation and Artificial Intelligence Solutions for Water Resources Management and Risk Assessment
Raw-to-Processed in Orbit: Fast Onboard Image Reconstruction for EO
Raw-to-Processed in Orbit: Fast Onboard Image Reconstruction for EO
in-orbitSatellite Onboarding AISatellite Data AnalysisComputer Vision
PyNASDet: Neural Architecture Search for Resource Constrained Satellite Object Detection
PyNASDet: Neural Architecture Search for Resource Constrained Satellite Object Detection
Remote Sensing DataSatellite Data Analysis
Towards Explainable AI: Application to Trustworthy Super-Resolution “OpenSR — Robust, accountable super-resolution for Sentinel-2 and beyond” 
Towards Explainable AI: Application to Trustworthy Super-Resolution “OpenSR — Robust, accountable super-resolution for Sentinel-2 and beyond”
AI - Machine & Deep LearningAI Sentinel-2Satellite Data Analysis
Deep Learning for Efficient Onboard SAR Processing
Deep Learning for Efficient Onboard SAR Processing
AI - Machine & Deep LearningSatellite Onboarding AI
IC-EO: Interpretable Code-based assistant for Earth Observation
IC-EO: Interpretable Code-based assistant for Earth Observation
LLMCode AssistantFoundation ModelsSoftware Library
Getting the most out of image-level labels: weakly supervised learning for hyperspectral image analysis
Getting the most out of image-level labels: weakly supervised learning for hyperspectral image analysis
L0-L1 PhiSat-2 Processing with Deep Learning
L0-L1 PhiSat-2 Processing with Deep Learning
Deep Learningin-orbitSatellite Data Analysis
Modelling, Generation and Mitigation of Striping Noise in the ESA MetOp-SG Microwave Imager - Satellite Destriping Scientific Challenge Preparation
Modelling, Generation and Mitigation of Striping Noise in the ESA MetOp-SG Microwave Imager - Satellite Destriping Scientific Challenge Preparation
Earth Observation & Artificial Intelligence for hydro-meteorological hazard modelling
Earth Observation & Artificial Intelligence for hydro-meteorological hazard modelling
AI - Machine & Deep LearningSatellite Data Analysis
Hyperspectral Imagers with High Spatial Resolution (PINEAPPLE)
Hyperspectral Imagers with High Spatial Resolution (PINEAPPLE)
Diffusion-based anomaly segmentation of Sentinel-3 data
Diffusion-based anomaly segmentation of Sentinel-3 data
Seeing Soil from Space: Towards Robust and Scalable Remote Soil Nutrient Analysis
Seeing Soil from Space: Towards Robust and Scalable Remote Soil Nutrient Analysis
AI - Machine & Deep LearningFoundation ModelsHigh-performance Computing
Exploring Destination Earth to Leverage AI and Enhance End-User Accessibility to Earth Observation Data
Exploring Destination Earth to Leverage AI and Enhance End-User Accessibility to Earth Observation Data
Digital TwinFoundation Models
High-resolution solar surface irradiance mapping from Sentinel-2 using machine learning super-resolution
High-resolution solar surface irradiance mapping from Sentinel-2 using machine learning super-resolution
AI Sentinel-2AI - Machine & Deep Learning
Finding DEM0: A Zero-Shot Depth Maps Calibration Framework for Generating Digital Elevation Models
Finding DEM0: A Zero-Shot Depth Maps Calibration Framework for Generating Digital Elevation Models
Foundation ModelsCopernicus Data
Bridging the Domain Gap: Measurement of the Domain Gap for Earth Observation
Bridging the Domain Gap: Measurement of the Domain Gap for Earth Observation
AI - Machine & Deep LearningComputer Vision
From Biomass to VCUs: Spatiotemporal Deep Learning for Decentralized Carbon Credit Issuance from Remote Sensing Data
From Biomass to VCUs: Spatiotemporal Deep Learning for Decentralized Carbon Credit Issuance from Remote Sensing Data
AI - Machine & Deep LearningRemote Sensing Data
Quantum and Classical Machine Learning for EO
Quantum and Classical Machine Learning for EO
Quantum Machine LearningAI - Machine & Deep LearningQuantum ComputingRemote Sensing Data
Φ-Down: a Python library to simplify access to Copernicus Data Space Ecosystem EO data
Φ-Down: a Python library to simplify access to Copernicus Data Space Ecosystem EO data
Remote Sensing DataSoftware LibraryCopernicus Data
Laying the Foundation for AI-Based Tip and Cue
Laying the Foundation for AI-Based Tip and Cue
AI - Machine & Deep LearningSatellite Onboarding AI
FAST-EO — Fostering Advancements in Foundation Models via Unsupervised and Self-supervised Learning for Downstream Tasks in Earth Observation
FAST-EO — Fostering Advancements in Foundation Models via Unsupervised and Self-supervised Learning for Downstream Tasks in Earth Observation
Quantum-Enhanced Earth Observation: Quanvolutional & Hybrid Diffusion Models for Satellite Analytics
Quantum-Enhanced Earth Observation: Quanvolutional & Hybrid Diffusion Models for Satellite Analytics
Quantum Machine LearningSatellite Data Analysis
AI for Flood Detection and Mitigation
AI for Flood Detection and Mitigation
Foundation ModelsAI - Machine & Deep LearningSemantic SegmentationSentinel SAR Data
Tip & Cue: swarm Edge Artificial Intelligence
Tip & Cue: swarm Edge Artificial Intelligence
Edge AISatellite Onboarding AIAI - Machine & Deep LearningSoftware Library
Machine Learning for On-board Processing
Machine Learning for On-board Processing
Satellite Onboarding AIAI - Machine & Deep LearningRemote Sensing Data
Environmental Feature Clusters (EFCs) Framework: Unsupervised Clustering of Sentinel-2 Data for Data-Driven Ecoregion Mapping
Environmental Feature Clusters (EFCs) Framework: Unsupervised Clustering of Sentinel-2 Data for Data-Driven Ecoregion Mapping
Sentinel SAR DataAI - Machine & Deep LearningCopernicus Data
AI and Hybrid Computing for Earth Observation
AI and Hybrid Computing for Earth Observation
Computer VisionFoundation ModelsAI - Machine & Deep LearningSoftware Library
Onboard Vessels Identification in Raw Images by Deep Learning
Onboard Vessels Identification in Raw Images by Deep Learning
Satellite Onboarding AIAI - Machine & Deep LearningSentinel SAR Data
Automatic detection of Small Agricultural Reservoirs from Sentinel-1 SAR imagery using U-Net segmentation
Automatic detection of Small Agricultural Reservoirs from Sentinel-1 SAR imagery using U-Net segmentation
AI Sentinel-1Sentinel SAR DataSemantic SegmentationAI - Machine & Deep Learning
AI-Driven Monitoring of Coastal Water Contaminants Across Diverse Shorelines Using Copernicus Marine Service Data and ϕsat-2 Observations
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
QUAI4EO 1 — Quantum Machine Learning for Image Analysis
QUAI4EO 1 — Quantum Machine Learning for Image Analysis
Onboard real-time segmentation
Onboard real-time segmentation
Satellite Onboarding AISemantic SegmentationAI - Machine & Deep LearningSentinel SAR Data
Air pollution, meteorological conditions and COVID-19 incidence
Air pollution, meteorological conditions and COVID-19 incidence
Remote Sensing DataCopernicus DataAir Quality
Exploring Neural Architecture Search for Onboard Satellite Deployment
Exploring Neural Architecture Search for Onboard Satellite Deployment
Edge AISatellite Onboarding AIAI - Machine & Deep LearningHigh-performance Computing
OrbitalAI IMAGIN-e Challenge
OrbitalAI IMAGIN-e Challenge
Edge AISatellite Onboarding AIAI - Machine & Deep Learning
Enhancing Predictive Modeling of Geomagnetic Storm via PINNs
Enhancing Predictive Modeling of Geomagnetic Storm via PINNs
AI - Machine & Deep LearningOMNIWeb Data
Creating terrains using generative modelling and satellite images
Creating terrains using generative modelling and satellite images
Computer VisionAI - Machine & Deep LearningRemote Sensing DataHigh-performance Computing
Distributed Ledger Technologies for Satellite-based Emergency Mapping
Distributed Ledger Technologies for Satellite-based Emergency Mapping
Federated LearningBlockchain & Web3Decentralized & DistributedSentinel SAR Data
Implicit neural representation for 3D lidar point clouds processing
Implicit neural representation for 3D lidar point clouds processing
3D LidarAI - Machine & Deep Learning
Giga Connectivity
Giga Connectivity
Connectivity DataSatellite Data AnalysisAI - Machine & Deep Learning
Detecting Wildfires and Hotspots Using Hyperspectral Data
Detecting Wildfires and Hotspots Using Hyperspectral Data
Fire MonitoringAI - Machine & Deep LearningAI Sentinel-2
AI-based Cloud Shadow Detection Processor for Sentinel-2
AI-based Cloud Shadow Detection Processor for Sentinel-2
Land UseAI Sentinel-2AI - Machine & Deep Learning
Detection and Categorization of Tropical Cyclones with Computer Vision
Detection and Categorization of Tropical Cyclones with Computer Vision
Computer VisionClimate and Forecasting
AI powered cross-modal adaptation techniques applied to Sentinel-1 and -2 data
AI powered cross-modal adaptation techniques applied to Sentinel-1 and -2 data
Land UseAI - Machine & Deep LearningAI Sentinel-2AI Sentinel-1
Python for RAW Sentinel2 data (PyRawS)
Python for RAW Sentinel2 data (PyRawS)
AI - Machine & Deep LearningAI Sentinel-2
3d Earth Models From Multi-view Satellite Images
3d Earth Models From Multi-view Satellite Images
AI - Machine & Deep LearningSatellite Data Analysis
Neuromorphic Computing Paradigm for Applications in Earth Observation
Neuromorphic Computing Paradigm for Applications in Earth Observation
Neuromorphic ComputingLand Use
Quantum Neural Networks for EO
Quantum Neural Networks for EO
Quantum Machine LearningAI - Machine & Deep Learning
Sentinel-3 Synergy Aerosol Parameter Post-process Correction
Sentinel-3 Synergy Aerosol Parameter Post-process Correction
Climate and ForecastingAI Sentinel-3
