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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FLBI

In Progress
Feature Learning for Bayesian Inference
Physics

LAMP

Completed
Lensless Actinic Metrology for EUV Photomasks
Large-scale Infrastructures

LEAP

Completed
LEArning to Print – towards data-driven real-time predictions for additive manufacturing
Engineering

DNAi

Completed
High throughput eDNA processing using artificial intelligence for ecosystem monitoring
Climate & Environment

EvolvingDemocraSci

Completed
Advancing parliamentary data analysis
Digital Society

ML-ED

Completed
Increased spatial resolution in electron detectors through machine learning
Large-scale Infrastructures

ML-Spock

Completed
Machine Learning Supported System for Performance Assessment of Steel Structures Under Extreme Operating Conditions and Management of Risk
Engineering

PAIRED-HYDRO

Completed
Machine learning for the components fatigue prediction in hydropower generation
Energy & Sustainability
Engineering

EXPECTmine

Completed
Mining Toxicity and High Resolution Mass Spectrometry Data for Linking Exposures to Effects
Climate & Environment

N2O-SSA

In Progress
Combining measurements, modeling and machine learning to improve N2O accounting for sustainable agricultural development in sub-Saharan Africa
Climate & Environment

DAAAD_Bridges

Completed
Domain-aware-AI Augmented Design of Bridge Structures
Engineering

AURORA

In Progress
From air pollution sources to mortality
Climate & Environment

SPI-GreenFjord

In Progress
Climate & Environment

SPI-PAMIR

In Progress
Climate & Environment

deepLNAfrica

Completed
Mapping changes in urban informal settlements in sub-Saharan Africa using deep learning and open-access satellite imagery
Digital Society

ML-L3DNDT

Completed
Robust and scalable Machine Learning algorithms for Laue 3-Dimensional Neutron Diffraction Tomography
Large-scale Infrastructures
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