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.

Climate & Environment
Health & Biomedical
Digital Society
Energy & Sustainability
Large-scale Infrastructures
Other
Academia
NGO/IO
Private sector
Public sector
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PAIRED-HYDRO

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

DAAAD_Bridges

Completed
Domain-aware-AI Augmented Design of Bridge Structures
No items found.
Academia

DDForms

Completed
Data driven fast optimization of resonant metamaterial structures
No items found.
Academia

SEMIRAMIS

Completed
AI-augmented Architectural Design
No items found.
Academia

4D-Brains

Completed
Extracting Activity from Large 4D Whole-Brain Image Datasets
No items found.
Academia

SMARTAIR

Completed
Self-guided Machine Learning Algorithms for Real-Time Assimilation, Interpolation and Rendering of Flow Data
No items found.
Academia

MLATEM

Machine Learning tools for Analytical Transmission Electron Microscopy
No items found.
Academia

SenseDynamics

Completed
Predicting aerodynamics forces from sensor data
No items found.
Academia

SysGen

Systems Genetics
No items found.
Academia

MSEI

Completed
Molecular structure elucidation by integrating different data mining strategies
No items found.
Academia

Neuro-choice

Completed
Extracting Neural Activity Signals from Large-scale Calcium Imaging Data
No items found.
Academia

BISTOM

Completed
Bayesian Parameter Inference for Stochastic Models
No items found.
Academia

AADS

Completed
Data Science Enabled Acoustic Design
No items found.
Academia

ACROSS

In Progress
Actionable, Collaborative, Reusable, interOperable Sepsis System
Health & Biomedical
No items found.

Dedgeflow

Completed
Using Data Science and Edge Computing for Debris Flow Warning
Climate & Environment
Academia

CHUV: Heracles - Sepsis Model

Completed
CHUV: Improving Sepsis detection and quality of care with AI
Health & Biomedical
Public sector
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Our team of data scientists and professionals looks forward to engaging in impactful, results-driven collaborations with you.