Data Science Projects
The scope of these Collaborative Data Science Projects is representative of the diversity of the research undertaken within the ETH Domain.
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ML4FCC
In Progress
Machine Learning for the Future Circular Collider Design
Big Science Data
CLIMIS4AVAL
In Progress
Real-time cleansing of snow and weather data for operational avalanche forecasting
Energy, Climate & Environment
SEMIRAMIS
Completed
AI-augmented architectural design
Energy, Climate & Environment
4D-Brains
In Progress
Extracting activity from large 4D whole-brain image datasets
Biomedical Data Science
deepLNAfrica
In Progress
Deep statistical learning-based image analysis for measurement of socioeconomic development in sub-Saharan Africa using high-resolution satellite images, and geo-referenced household survey data
Energy, Climate & Environment
AURORA
In Progress
from Air pollUtion souRces tO moRtAlity
Biomedical Data Science
Energy, Climate & Environment
DeepCloud
In Progress
A data-driven sub-grid parametrization for complex terrain
Energy, Climate & Environment
MLTox
In Progress
Enhancing toxicological testing through machine learning
Biomedical Data Science
SMARTAIR
In Progress
Self-guided machine learning algorithms for real-time assimilation, interpolation and rendering of flow data
Big Science Data
ArcticNAP
In Progress
Exploring the natural aerosol baseline for improved model predictions of Arctic climate change
Energy, Climate & Environment
PolyNet
In Progress
Exploring disease trajectories and outcome prediction using novel methods in network analysis and machine learning
Biomedical Data Science
N2O-SSA
In Progress
Combining measurements, modeling and machine learning to improve N2O accounting for sustainable agricultural development in sub-Saharan Africa
Energy, Climate & Environment
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