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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STIMO
In Progress
Personalized epidural electrical stimulation of the lumbar spinal cord for clinically applicable therapy to restore mobility after paralyzing spinal cord injury
Health & Biomedical
SFOE Energy Dashboard
Completed
Modelling the end-user Swiss electricity consumption
Energy & Sustainability
Public sector
Enhancing resource efficiency
Completed
Data science for enhancing resource efficiency in manufacturing processes
Energy & Sustainability
Private sector
Patterns of violence
Completed
Monitoring patterns of violence with the ICRC
Digital Society
NGO
Standardizing Job Titles
Completed
Job title standardization through entity alignment of knowledge graphs
Digital Society
Private sector
Drug Repositioning
Completed
Applying deep learning to repurpose drugs for the Sanfilippo syndrome treatment.
Health & Biomedical
NGO
DUPLET
In Progress
DUal Positron Lifetime Emission Tomography
Health & Biomedical
DS4MS
Completed
Data Science for Multiplexing Spectrometers
Large-scale Infrastructures
CHEMSPEC
Completed
Cost-effective chemical speciation monitoring of particulate matter air pollution
Climate & Environment
Chemistry
DATSSFLOW
Completed
Data Science and Mass Movement Seismology: Towards the Next Generation of Debris Flow Warning
Climate & Environment
WATRES
Completed
A Data-Driven approach to estimate WATershed RESponses
Climate & Environment
CLIMIS4AVAL
Completed
Real-time cleansing of snow and weather data for operational avalanche forecasting
Climate & Environment
ML4FCC
Completed
Machine Learning for the Future Circular Collider Design
Large-scale Infrastructures
PHENO-MINE
Completed
Pheno-Mine: Extracting dynamic ideotypes from seasonal image time series of wheat taken in the field
Climate & Environment
DrSCS
Completed
Predicting subclonal drug response from single-cell sequencing for precision oncology
Health & Biomedical
MMAI-MS
Completed
Multi-Modal Analysis and Integration of MS Patient Data
Health & Biomedical
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