Elena Ranguelova
EcoExtreML
Accelerating Process Understanding for Ecosystem Functioning under Extreme Climates with Physics-Aware Machine Learning
- Big data
- Digital Twins
- High performance computing
- + 2
ALIVE
Advanced Lung Image processing for personalized mechanical VEntilation
- Data Analysis
- Electrical impedance tomography
- Image processing
- + 2
Mapping the Via Appia in 3D
Developing a 4D geographic information system for archaeological purposes
- Visualization
Error Detection and Error Localization
Approaches for radio telescope system health management
- Machine learning
- Optimized data handling
Flysafe 2
Retrieving bird densities from radar volume data
- Data Analysis
- Machine learning
- Visualization
Googling the cancer genome
Identification and prioritization of cancer-causing structural variations in whole genomes
- High performance computing
- Machine learning
- Workflow technologies
Digital biomarkers for Parkinson’s disease
Gaining real-life insights from wearable sensors
- Inter-operability & linked data
- Machine learning
- Optimized data handling
Detecting Anomalous Behavior in Stadium Crowds
Location analytics based on data collected with Wi-Fi and Bluetooth sensors in the Amsterdam ArenA
- Big data
3D-Vac
Personalized cancer vaccine design through 3D modelling boosted geometric learning
- Geometric Deep Learning
- High performance computing
- Machine learning
- + 1
Transformer-based deep learning for next generation mass spectrometry-based phosphoproteomics
- Machine learning
- Optimized data handling
Biomarker Boosting
Better biomarkers through datasharing
- Image processing
- Machine learning
- Workflow technologies
GrainLearning
An artificial brain for interpreting and accelerating physics-based simulations of granular materials
- deep learning
- DEM simulation
- Machine learning
- + 1