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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DDForms

Completed
Data driven fast optimization of resonant metamaterial structures
Engineering

SMARTAIR

Completed
Self-guided Machine Learning Algorithms for Real-Time Assimilation, Interpolation and Rendering of Flow Data
Engineering

NLP

Completed
Narratives in Law and Politics: A Computational Linguistics Approach
Digital Administration

PolyNet

Completed
Exploring disease trajectories and outcome prediction using novel methods in network analysis and machine learning
Biomedical Data Science

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
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