Mathieu Salzmann

Mathieu Salzmann

Deputy Chief Data Scientist
Research
Leadership & Administration
(Alumni)

Mathieu Salzmann is the Deputy Chief Data Scientist of the Swiss Data Science Center and a Senior Scientist and Lecturer at EPFL. He received his PhD from EPFL in 2009 and, between 2009 and 2015, has held post-doctoral and researcher positions at UC Berkeley, TTI-Chicago, and NICTA and the Australian National University. From May 2020 to February 2024, he was also a part-time Senior GNC Engineer at ClearSpace. Mathieu Salzmann has broad interests in machine learning and deep learning, with a particular focus on computer vision. He has published over 100 articles at top-tier peer-reviewed machine learning and computer vision venues and is a strong believer in collaborative work.

Projects

TREMA

Completed
Transforming real estate management with AI
Engineering
RESEARCH

LETITIA

In Progress
Learning tumor dynamics and early markers of immunotherapy response from PET/CT imaging
Biomedical Data Science
RESEARCH

Dataspectrum4CVD

In Progress
Integrating medical image data and assessments for personalized cardiovascular risk estimation
Biomedical Data Science
RESEARCH

STIMO

In Progress
Personalized epidural electrical stimulation of the lumbar spinal cord for clinically applicable therapy to restore mobility after paralyzing spinal cord injury
Biomedical Data Science
RESEARCH

VOCIM

In Progress
Directed Imitation During Vocal Learning
RESEARCH

Inter-Detect

In Progress
Quantifying Plant-Pollinator Interactions Using Computer Vision
Energy, Climate & Environment
RESEARCH

DATSSFLOW

Completed
Data Science and Mass Movement Seismology: Towards the Next Generation of Debris Flow Warning
Energy, Climate & Environment
RESEARCH

FastPoints2Mesh

In Progress
Data-Driven Inference of Mesh-based Representations for Deformable Objects from Unstructured Point Clouds
Engineering
RESEARCH

DeepCloud

Completed
A data-driven sub-grid parametrization for complex terrain
Energy, Climate & Environment
RESEARCH

Publications

Mentioned in

May 20, 2025

Enhancing Environmental Data Interoperability Across the ETH Domain

Enhancing Environmental Data Interoperability Across the ETH Domain

Insights from the “ENRICH/SDSC Data Workshop: Interoperability of Environmental Data and AI” that took place on May 6, 2025 at Eawag.

Case Studies

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