Data Science Projects
The scope of these Collaborative Data Science Projects is representative of the diversity of the research undertaken within the ETH Domain, with the University of Bern, and with external partners.
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DeepDown
Completed
Multivariate climate downscaling using deep learning models
Energy, Climate & Environment
DIMPEO
Completed
Detecting drought impacts on forests in earth observation data
Energy, Climate & Environment
HighFEM
In Progress
High Frequency Earthquake Modelling
Energy, Climate & Environment
EAGLE
In Progress
Enhanced understanding of Alpine mass movements Gathered through machine LEarning
Energy, Climate & Environment
ADOPT
In Progress
AI for Detecting Ocean Plastic Pollution with Tracking
Energy, Climate & Environment
SPEED2ZERO
In Progress
Sustainable pathways towards net zero Switzerland
Energy, Climate & Environment
VOCIM
In Progress
Directed Imitation During Vocal Learning
Chemistry, Biology, Physics
FastPlasmaSim
In Progress
Acceleration of Free-boundary Grad-Shafranov codes using advanced numerical methods
Large-scale Infrastructures
MLIBRA
In Progress
Mouse LIpid Brain Atlas
Biomedical Data Science
Robotoddler
In Progress
Autonomous Robotic Assemblies
Engineering
Inter-Detect
In Progress
Quantifying Plant-Pollinator Interactions Using Computer Vision
Energy, Climate & Environment
FastPoints2Mesh
In Progress
Data-Driven Inference of Mesh-based Representations for Deformable Objects from Unstructured Point Clouds
Engineering
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