Advanced Quantum Architecture Lab

label-free imaging smart microscopy super-resolution microscopy mesoscopic imaging optical projection tomography quantitative phase imaging nanofluidics AFM EM SMLM

Laboratory of Behavioral Genetics

Prof. Carmen Sandi

MRI fMRI EEG 1H-MRS

Geographic Information Systems Laboratory

Prof. François Golay

ML tools remote sensing LiDAR spatial analysis geovisualization pattern analysis

Digital Humanities Chair

Prof. Frederic Kaplan

ML tools digital humanities semantic segmentation historical images content mining document segmentation

Chair of Statistical Data Science

Prof. Sofia Olhede

ML theory mathematical imaging spatial point patterns earth observation

Laboratory of Photonic Materials and Fibre Devices

Prof. Fabien Sorin

Chair of Mathematical Data Science

Prof. Emmanuel Abbe

ML tools ML theory information theory

Laboratory of Neural Genetics and Disease

Prof. Brian McCabe

neurodegenerative diseases smart microscopy motor neuroscience automated lightsheet microscopy functional imaging infrared imaging CLEM

Laboratory of Microbiology and Microtechnology

Prof. John McKinney

fluorescence microscopy bacterial mechanics

Laboratory of Nanoscale Magnetic Materials and Magnonics

Prof. Dirk Grundler

magnonics nanomagnetism cryo-Lorentz microscopy

Max Planck-EPFL Nanolab

Prof. Magalí Lingenfelder

Persat Lab

Prof. Alexandre Persat

confocal imaging mechanomicrobiology interferometric scattering

Laboratory for Biomolecular Modeling

Prof. Matteo Dal Peraro

cryo-EM integrative structural biology molecular modelling

Weigert Group

Prof. Martin Weigert

ML tools image analysis digital pathology nuclei segmentation

Laboratory of Functional and Metabolic Imaging

Prof. Rolf Gruetter

MRI in-vivo neurochemistry multinuclear spin physics metabolic imaging MR spectroscopy

Laboratory of Systems Biology and Genetics

Prof. Bart Deplancke

genome organization systems biology spinning disk confocal microscopy

Suter Lab

Prof. David Suter

fluorescence microscopy cellular biology gene regulation cell identity

Brisken Lab

Prof. Cathrin Brisken

fluorescence microscopy breast cancer digital pathology

Laboratory of Fluid Mechanics and Instabilities

Prof. François Gallaire

Geometric Computing Laboratory

Prof. Mark Pauly

Laboratory for Fundamental BioPhotonics

Prof. Sylvie Roke

label-free imaging nonlinear light scattering water characterization 2-photon imaging

Image and Visual Representation Laboratory

Prof. Sabine Süsstrunk

Laboratory of Applied Photonics Devices

Prof. Christophe Moser

ML tools photonics devices optical phase imaging retinal imaging multimode optical fiber imaging digital optics

Laboratory of Psychophysics

Prof. Michael Herzog

electrical neuroimaging MEG EEG visual information processing

Laboratory for Nanomaterials Characterisation with Electrons

Prof. Vasiliki Tileli

segmentation nanomaterials tracking of bubbles TEM

Laboratory of Molecular Neurobiology

Prof. Hilal Lashuel

label-free imaging protein aggregation neurodegenerative diseases cryo-EM CLEM

Environmental Computational Science and Earth Observation Laboratory

Prof. Devis Tuia

ML tools semantic segmentation remote sensing pattern extraction image interpretability wildlife conservation urban studies

Biomedical Imaging Group

Prof. Michael Unser

MRI ML tools ML theory super-resolution microscopy image processing cryo-EM optical imaging image reconstruction mathematical imaging

Ecological Engineering Laboratory

Prof. Andrew Barry

Swiss Plasma Center

Prof. Ambrogio Fasoli

plasma physics tomographic inversion thermonuclear fusion

Composite Construction Laboratory

Prof. Anastasios Vassilopoulos

advanced composite materials fractography analysis DIC

Computer Vision Lab

Prof. Pascal Fua

ML tools ML theory image analysis detection in cryo-EM human tracking features extraction

Laboratory of Digital Epidemiology

Prof. Marcel Salathé

ML tools network epidemiology food recognition contact tracing

Neuroengineering Laboratory

Prof. Pavan Ramdya

image analysis drosophilia locomotion 2-photon microscopy neural activity imaging computational models limb tracking ML tools

Laboratory of Biomaterials for Immunoengineering

Prof. Li Tang

Laboratory of Quantum and Nano-Optics

Prof. Christophe Galland

Laboratory of Innate Immunity

Prof. Andrea Ablasser

cryo-EM immune response DNA sensing confocal imaging

Lemaître Lab

Prof. Bruno Lemaître

Computational Neuroscience and AI

Prof. Alexander Mathis

ML tools ML theory image analysis animal tracking object recognition pose estimation

TCV – Tokamac Physics

Prof. Christian Theiler

plasma physics tomographic inversion thermonuclear fusion

Laboratory for Topology and Neuroscience

Prof. Kathryn Hess Bellwald

applied algebraic topology neuronal morphologies

Audiovisual Communications Laboratory

Prof. Martin Vetterli

image processing mathematical imaging source localization interferometric imaging acoustic imaging

Laboratory of Adaptative Motor Control

Prof. Mackenzie Mathis

ML tools ML theory image analysis animal tracking object recognition pose estimation system neuroscience smart microscopy adaptative behaviour

Laboratory of Astrophysics

Prof. Jean-Paul Kneib

Signal Processing Laboratory 2

Prof. Pierre Vandergheynst

Visual lntelligence for Transportation

Prof. Alexandre Alahi

ML tools intelligent transport depth estimation autonomous navigation motion forecasting

Laboratory of Experimental Biophysics

Prof. Suliana Manley

smart microscopy molecule tracking proteins dynamics PAINT imaging super-resolution microscopy SMLM

Multimedia Signal Processing Group

Prof. Touradj Ebrahimi

Advanced Quantum Architecture Lab

Prof. Edoardo Charbon

high-speed optical sensing processing architectures cryogenic electronics LiDAR SPAD

Engineering Mechanics of Soft lnterfaces

Prof. John Martin Kolinski

high-speed imaging particle tracking soft matter interface fluid mechanics interferometry virtual frame technique FTIR

Unsteady Flow Diagnostics Laboratory

Prof. Karen Mulleners

vortex dynamics particle tracking unsteady flows time-resolved PIV

Laboratory for Bio- and Nano-Instrumentation

Prof. Georg Fantner

super-resolution microscopy open hardware nanoscale biology high-speed imaging nanoprobes MEMS AFM STM

Integrated Circuits Laboratory

Prof. Christian Enz

CMOS image sensors integrated circuits

Signal Processing Laboratory 4

Prof. Pascal Frossard

ML tools ML theory image analysis digital pathology robustness of neural networks graph signal processing

Earthquake Engineering and Structural Dynamics Laboratory

Prof. Katrin Beyer

3D X-Ray tomography seismic behaviour structure dynamics crack detection stereo vision DIC

Imaging Labs 2