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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DrSCS
Completed
Predicting subclonal drug response from single-cell sequencing for precision oncology
Health & Biomedical
Academia
MLfusion
In Progress
Machine Learning for Disruption Prediction in Tokamaks
Large-scale Infrastructures
Academia
WATRES
Completed
A Data-Driven approach to estimate WATershed RESponses
Climate & Environment
Academia
DAAAD_Bridges
Completed
Domain-aware-AI Augmented Design of Bridge Structures
Engineering
Academia
DDForms
Completed
Data driven fast optimization of resonant metamaterial structures
Engineering
Academia
RED-ML
Completed
Reduction of high volume experimental data using machine learning
Large-scale Infrastructures
Academia
DeepDown
Completed
Multivariate climate downscaling using deep learning models
Climate & Environment
Academia
EXPECTmine
Completed
Mining Toxicity and High Resolution Mass Spectrometry Data for Linking Exposures to Effects
Climate & Environment
Academia
ML4FCC
Completed
Machine Learning for the Future Circular Collider Design
Large-scale Infrastructures
Academia
CLIMIS4AVAL
Completed
Real-time cleansing of snow and weather data for operational avalanche forecasting
Climate & Environment
Academia
SEMIRAMIS
Completed
AI-augmented Architectural Design
Engineering
Academia
4D-Brains
Completed
Extracting Activity from Large 4D Whole-Brain Image Datasets
Biology
Academia
AURORA
Completed
From air pollution sources to mortality
Climate & Environment
Academia
DeepCloud
Completed
A data-driven sub-grid parametrization for complex terrain
Climate & Environment
Academia
deepLNAfrica
Completed
Mapping changes in urban informal settlements in sub-Saharan Africa using deep learning and open-access satellite imagery
Digital Society
Academia
SMARTAIR
Completed
Self-guided Machine Learning Algorithms for Real-Time Assimilation, Interpolation and Rendering of Flow Data
Engineering
Academia
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