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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4Real

Real-time urban pluvial flood forecasting
Energy, Climate & Environment

MLATEM

Machine Learning tools for Analytical Transmission Electron Microscopy
Chemistry, Biology, Physics

DLBIRHOUI

Completed
Deep Learning Based Image Reconstruction for Hybrid Optoacoustic and Ultrasound Imaging
Biomedical Data Science

BioDetect

Completed
Deep Learning for Biodiversity Detection and Classification
Energy, Climate & Environment

SenseDynamics

Completed
Predicting aerodynamics forces from sensor data
Engineering

EXPECT

Completed
EXtending the PrEdiCTability of the Atmosphere over Europe
Energy, Climate & Environment

COVID-19

Completed
Epidemic Forecasting
Biomedical Data Science
Large-scale Infrastructures
Digital Administration

DeepEphys

Completed
Using machine learning for biomarker discovery in human iPSC neuronal networks
Biomedical Data Science

DATALAKES

Completed
Heterogeneous data platform for operational modelling and forecasting of Swiss lakes
Energy, Climate & Environment

TAPEDA

Completed
Towards Automated Post-Earthquake Damage Assessment
Engineering

DEAPSnow

Completed
Improving snow avalanche forecasting by data-driven automated predictions
Energy, Climate & Environment

MSEI

Completed
Molecular structure elucidation by integrating different data mining strategies
Chemistry, Biology, Physics
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