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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DLBIRHOUI

Completed
Deep Learning Based Image Reconstruction for Hybrid Optoacoustic and Ultrasound Imaging
Health & Biomedical

BioDetect

Completed
Deep Learning for Biodiversity Detection and Classification
Climate & Environment

SenseDynamics

Completed
Predicting aerodynamics forces from sensor data
Engineering
Physics

EXPECT

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

COVID-19

Completed
Epidemic Forecasting
Health & Biomedical
Digital Society

DeepEphys

Completed
Using machine learning for biomarker discovery in human iPSC neuronal networks
Health & Biomedical

DATALAKES

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

TAPEDA

Completed
Towards Automated Post-Earthquake Damage Assessment
Climate & Environment

DEAPSnow

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

SysGen

Systems Genetics
Biology

MSEI

Completed
Molecular structure elucidation by integrating different data mining strategies
Chemistry

EconMultiplex

Completed
Multiplex Networks in International Trade
Digital Society

PACMAN HIPA

Completed
Particle Accelerators and Machine Learning
Large-scale Infrastructures

PACMAN LHC

Completed
Particle Accelerators and Machine Learning
Large-scale Infrastructures

Neuro-choice

Completed
Extracting Neural Activity Signals from Large-scale Calcium Imaging Data
Biology

CarboSense4D

Completed
Four-dimensional mapping of carbon dioxide using low-cost sensors, atmospheric transport simulations and machine learning
Climate & Environment
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