Data Science Projects

Our Collaborative Data Science Projects represent the diversity of the research and innovation undertaken in data science and AI within the ETH Domain, with scientific partners and with private and public sector stakeholders.

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4Real

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

MLATEM

Machine Learning tools for Analytical Transmission Electron Microscopy
RESEARCH

DLBIRHOUI

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

BioDetect

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

SenseDynamics

Completed
Predicting aerodynamics forces from sensor data
Engineering
RESEARCH

EXPECT

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

COVID-19

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

DeepEphys

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

DATALAKES

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

TAPEDA

Completed
Towards Automated Post-Earthquake Damage Assessment
Engineering
RESEARCH

DEAPSnow

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

MSEI

Completed
Molecular structure elucidation by integrating different data mining strategies
RESEARCH

EconMultiplex

Completed
Multiplex Networks in International Trade
Digital Administration
RESEARCH

PACMAN HIPA

Completed
Particle Accelerators and Machine Learning
Large-scale Infrastructures
RESEARCH

PACMAN LHC

Completed
Particle Accelerators and Machine Learning
Large-scale Infrastructures
RESEARCH

Neuro-choice

Completed
Extracting Neural Activity Signals from Large-scale Calcium Imaging Data
Biomedical Data Science
Large-scale Infrastructures
RESEARCH
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