All projects
A new perspective on global vegetation water dynamics from radar satellite data
Global vegetation water dynamics using radar satellite data
- Data assimilation
- deep learning
- Land Surface Model
- + 5
EcoExtreML
Accelerating Process Understanding for Ecosystem Functioning under Extreme Climates with Physics-Aware Machine Learning
- Big data
- Digital Twins
- High performance computing
- + 2
FEDMix
Fusible evolutionary deep neural network mixture learning from distributed data for robust medical...
- Image processing
- Machine learning
- Visualization
eSiBayes
An eScience infrastructure for Bayesian inverse modeling
- High performance computing
- Machine learning
Error Detection and Error Localization
Approaches for radio telescope system health management
- Machine learning
- Optimized data handling
Development of a software tool for automated surface EMG analysis of respiratory muscles during mechanical ventilation
- Machine learning
- Real time data analysis
Perfect Fit
Targeting key risk factors for cardiovascular disease in at-risk individuals using a personalized and adaptive approach
- Big data
- Machine learning
XAIPre
Explainable AI For Predictive Maintenance
- Explainable AI
- Machine learning
- Predictive Maintenance
- + 1
The eye of the beholder
Transparent pipelines for assessing online information quality
- Machine learning
Remote sensing of damage feedbacks and ice shelf instability in Antarctica
Using remote sensing to develop damage indicators across all Antarctic ice shelves
- Big data
- Climate change
- Data Analysis
- + 1
Understanding visually grounded spoken language via multi-tasking
An alternative approach for intelligent systems to understand human speech
- Image processing
- Machine learning
What Works When for Whom?
Advancing therapy change process research
- Machine learning
- Text analysis & natural language processing