Students Projects

The SDSC offers regularly semester projects and master thesis projects for EPFL, ETH Zürich and PSI students.
Note that some projects offered at one institution are potentially accessible to students from other institutions and vice versa.

Looking for a project?

If you’re interested on working on any of the available projects, send us an e-mail!

Contact Us

Available projects

Machine learning for biodiversity monitoring using soundscapes

Machine learning for biodiversity monitoring using soundscapes

ML-Based Predictive Modeling for Robotic On-Site Plastering

ML-Based Predictive Modeling for Robotic On-Site Plastering

Large language models for information retrieval in scientific literature

Large language models for information retrieval in scientific literature

Mass spectrum to structure

Mass spectrum to structure

Relating compound toxicity to molecular structure using machine learning

Relating compound toxicity to molecular structure using machine learning

Impacts of black carbon on air quality over Europe

Impacts of black carbon on air quality over Europe

Data-driven X-ray tomography

Data-driven X-ray tomography

Attributed projects

Deep learning methods for PET imaging with NMDA tracers in the diagnosis of Alzheimer’s disease

Deep learning methods for PET imaging with NMDA tracers in the diagnosis of Alzheimer’s disease

Predicting Forest Mortality and Recovery Using Deep Learning

Predicting Forest Mortality and Recovery Using Deep Learning

Mapping Retrogressive Thaw Slumps Using Deep Learning

Mapping Retrogressive Thaw Slumps Using Deep Learning

Forward-Forward algorithm evaluation in Deep Reinforcement Learning

Forward-Forward algorithm evaluation in Deep Reinforcement Learning

Audio-to-score alignment for piano performances

Audio-to-score alignment for piano performances

Audio Style Transfer

Audio Style Transfer

Evaluating Machine Translation as preprocessing step

Evaluating Machine Translation as preprocessing step

Analysis of non-linear air pollution time series

Analysis of non-linear air pollution time series

Pattern recognition using Inertial Measurement Unit

Pattern recognition using Inertial Measurement Unit

Modelling Heteroscedasticity in State-Space Models

Modelling Heteroscedasticity in State-Space Models

Historical Text Analysis for Typos Detection and Correction

Historical Text Analysis for Typos Detection and Correction

N2O Isotopes

N2O Isotopes

Diffusion Models for Probabilistic Programming

Diffusion Models for Probabilistic Programming

Deciphering Historical Records through NLP and Graph data science

Deciphering Historical Records through NLP and Graph data science

Optimal Smoothing Parameter Selection

Optimal Smoothing Parameter Selection

Scaling Neural Processes for Intermittent Time Series Prediction

Scaling Neural Processes for Intermittent Time Series Prediction

Modern Neural Networks for Generative Design

Modern Neural Networks for Generative Design

Detecting Saharan Dust Events at Jungfraujoch

Detecting Saharan Dust Events at Jungfraujoch

Latent Pathway Modelling

Latent Pathway Modelling

Past projects

Embed Satellite Images

Embed Satellite Images

Avalanche Danger Interpolation

Avalanche Danger Interpolation

Self Explainer

Self Explainer

Scaling Non-Negative Matrix Factorisation for Electron-Microscopy

Scaling Non-Negative Matrix Factorisation for Electron-Microscopy

Mugen

Mugen

Layout

Layout

Video Segmentation

Video Segmentation

Covariances of Gaussian Processes on River Networks

Covariances of Gaussian Processes on River Networks