All projects

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Logo for A new perspective on global vegetation water dynamics from radar satellite data
Life Sciences

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
Jun 2019 - Dec 2023
72
8
Logo for EcoExtreML
Physical Sciences and Engineering

EcoExtreML

Accelerating Process Understanding for Ecosystem Functioning under Extreme Climates with Physics-Aware Machine Learning

  • Big data
  • Digital Twins
  • High performance computing
  • + 2
Apr 2021 - Feb 2025
64
11
Logo for eSiBayes
Physical Sciences and Engineering

eSiBayes

An eScience infrastructure for Bayesian inverse modeling

  • High performance computing
  • Machine learning
Feb 2012 - Mar 2014
64
4
Logo for FEDMix
Life Sciences

FEDMix

Fusible evolutionary deep neural network mixture learning from distributed data for robust medical...

  • Image processing
  • Machine learning
  • Visualization
Dec 2017 - May 2022
61
9
Logo for Error Detection and Error Localization
Physical Sciences and Engineering

Error Detection and Error Localization

Approaches for radio telescope system health management

  • Machine learning
  • Optimized data handling
Nov 2015 - Oct 2018
46
9
Logo for Understanding visually grounded spoken language via multi-tasking
Social Sciences and Humanities

Understanding visually grounded spoken language via multi-tasking

An alternative approach for intelligent systems to understand human speech

  • Image processing
  • Machine learning
Dec 2018 - Jul 2021
36
2
Logo for Perfect Fit
Life Sciences

Perfect Fit

Targeting key risk factors for cardiovascular disease in at-risk individuals using a personalized and adaptive approach

  • Big data
  • Machine learning
Dec 2019 - Mar 2025
32
19
Logo for What Works When for Whom?
Life Sciences, Social Sciences and Humanities

What Works When for Whom?

Advancing therapy change process research

  • Machine learning
  • Text analysis & natural language processing
Dec 2015 - Dec 2020
32
38
Logo for XAIPre
Physical Sciences and Engineering

XAIPre

Explainable AI For Predictive Maintenance

  • Explainable AI
  • Machine learning
  • Predictive Maintenance
  • + 1
May 2022 - May 2026
32
4
Logo for Flysafe 2
Life Sciences

Flysafe 2

Retrieving bird densities from radar volume data

  • Data Analysis
  • Machine learning
  • Visualization
Sep 2013 - Feb 2014
30
3
Logo for Googling the cancer genome
Life Sciences

Googling the cancer genome

Identification and prioritization of cancer-causing structural variations in whole genomes

  • High performance computing
  • Machine learning
  • Workflow technologies
Dec 2016 - Dec 2020
27
25
Logo for Remote sensing of damage feedbacks and ice shelf instability in Antarctica
Life Sciences

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
Jun 2019 - Nov 2023
27
3