Computational Solid Mechanics Laboratory

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

Laboratory of Applied Photonics Devices

Prof. Christophe Moser

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

Learning Algorithms and Systems Laboratory

Prof. Aude Billard

Chair of Statistical Data Science

Prof. Sofia Olhede

ML theory mathematical imaging spatial point patterns earth observation

Adaptive Systems Laboratory

Prof. Ali Sayed

ML tools ML theory distributed processing decentralized learning functional connectivity hyperspectral images

Environmental Remote Sensing Laboratory

Prof. Alexis Berne

ML tools remote sensing precipitation dynamics 3D snowflake structure

Laboratory of Optics

Prof. Demetri Psaltis

label-free imaging ML tools holography optical diffraction tomography cochlear imaging multimode optical fibers

Laboratory of Photonic Materials and Fibre Devices

Prof. Fabien Sorin

Laboratory of Digital Epidemiology

Prof. Marcel Salathé

ML tools network epidemiology food recognition contact tracing

Laboratory of Psychophysics

Prof. Michael Herzog

electrical neuroimaging MEG EEG visual information processing

Laboratory of Soil Mechanics

Prof. Lyesse Laloui

3D X-Ray tomography micro-CT scans crack detection soil mechanics

Laboratory of Systems Biology and Genetics

Prof. Bart Deplancke

genome organization systems biology spinning disk confocal microscopy

Persat Lab

Prof. Alexandre Persat

confocal imaging mechanomicrobiology interferometric scattering

Computational Neuroscience and AI

Prof. Alexander Mathis

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

Advanced Quantum Architecture Lab

Prof. Edoardo Charbon

high-speed optical sensing processing architectures cryogenic electronics LiDAR SPAD

Medical Image Processing Lab

Prof. Dimitri Van de Ville

fMRI ML tools image processing mathematical imaging

Laboratory for Topology and Neuroscience

Prof. Kathryn Hess Bellwald

applied algebraic topology neuronal morphologies

Laboratory for Information and Inference Systems

Prof. Volkan Cevher

Laboratory of Molecular Nanodynamics

Prof. Ulrich Lorenz

cryo-EM time-resolved EM ultrafast TEM revitrification electron pulses

Laboratory of Astrophysics

Prof. Jean-Paul Kneib

Geodetic Engineering Laboratory

Prof. Bertrand Merminod

image reconstruction remote sensing depth estimation UAV drone mapping position determination

Extreme Environments Research Laboratory

Prof. Julia Schmale

Laboratory of Nanostructures at Surfaces

Prof. Harald Brune

Flexible Structures Laboratory

Prof. Pedro Reis

3D X-Ray tomography micro-CT scans solid mechanics flexible structures

Neuroengineering Laboratory

Prof. Pavan Ramdya

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

Max Planck-EPFL Nanolab

Prof. Magalí Lingenfelder

Biomedical Imaging Group

Prof. Michael Unser

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

Multimedia Signal Processing Group

Prof. Touradj Ebrahimi

Computer Vision Lab

Prof. Pascal Fua

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

Laboratory of Sensory Processing

Prof. Carl Petersen

2-photon microscopy neural activity imaging synaptic activity calcium imaging

Laboratory of Functional and Metabolic Imaging

Prof. Rolf Gruetter

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

Photonic Systems Laboratory

Prof. Camille Brès

TCV – Tokamac Physics

Prof. Christian Theiler

plasma physics tomographic inversion thermonuclear fusion

Biological Electron Microscopy Facility

Prof. Graham Knott

Brisken Lab

Prof. Cathrin Brisken

fluorescence microscopy breast cancer digital pathology

Earthquake Engineering and Structural Dynamics Laboratory

Prof. Katrin Beyer

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

Neural Microcircuitry Laboratory

Prof. Henry Markram

neuroimaging single cell reconstruction voltage-sensitive dyes imaging

Laboratory for Biomolecular Modeling

Prof. Matteo Dal Peraro

cryo-EM integrative structural biology molecular modelling

Electron Spectrometry and Microscopy Laboratory

Prof. Cécile Hébert

ML tools SEM HAADF STEM

Laboratory of Innate Immunity

Prof. Andrea Ablasser

cryo-EM immune response DNA sensing confocal imaging

Laboratory for Bio- and Nano-Instrumentation

Prof. Georg Fantner

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

Bionanophotonic Systems Laboratory

Prof. Hatice Altug

optical biosensors biomarkers cancer diagnostics low-cost sensing devices single-wavelength imaging nanophotonics

Laboratory of Molecular Microbiology

Prof. Melanie Blokesch

fluorescence microscopy bacterial regulatory networks phase contrast imaging

Laboratory of Behavioral Genetics

Prof. Carmen Sandi

MRI fMRI EEG 1H-MRS

Laboratory of Experimental Biophysics

Prof. Suliana Manley

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

Plant Ecology Research Laboratory

Prof. Charlotte Grossiord

plant ecology 3D X-Ray tomography micro-CT scans segmentation of plant roots

Laboratory of Microbiology and Microtechnology

Prof. John McKinney

fluorescence microscopy bacterial mechanics

Integrated Circuits Laboratory

Prof. Christian Enz

CMOS image sensors integrated circuits

Laboratory of Nanoscience for Energy Technologies

Prof. Giulia Tagliabue

Medtronic Chair in Neuroengineering

Prof. Diego Ghezzi

neural implants retinal prosthesis artificial vision

Laboratory of Biophysical Chemistry of Macromolecules

Prof. Beat Fierz

Geometric Computing Laboratory

Prof. Mark Pauly

Laboratory of Integrated Comfort Engineering

Prof. Dolaana Khovalyg

energy management thermal infrared imaging temperature extraction

Environmental Microbiology Laboratory

Prof. Rizlan Bernier-Latmani

Hummel Lab

Prof. Friedhelm Hummel

fMRI EEG cognitive rehabilitation DTI transcranial magnetic stimulation

Composite Construction Laboratory

Prof. Anastasios Vassilopoulos

advanced composite materials fractography analysis DIC

Engineering Mechanics of Soft lnterfaces

Prof. John Martin Kolinski

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

Ecological Engineering Laboratory

Prof. Andrew Barry

Segmentation Timing and Dynamics Laboratory

Prof. Andrew Oates

developmental biology smart microscopy open hardware light-sheet microscopy oscillatory dynamics

Laboratory of Molecular Neurobiology

Prof. Hilal Lashuel

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

Laboratory of Synaptic Mechanisms

Prof. Ralf Schneggenburger

Image and Visual Representation Laboratory

Prof. Sabine Süsstrunk

Laboratory for Ultrafast Microscopy and Electron Scattering

Prof. Fabrizio Carbone

TEM cryo-Lorentz microscopy femtosecond laser pulses ultrafast imaging

Digital Humanities Chair

Prof. Frederic Kaplan

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

Laboratory of the Physics of Biological Systems

Prof. Sahand Rahi

ML tools 3D brain imaging systems biology yeast segmentation

Computational X-ray Imaging Laboratory

Prof. Manuel Guizar Sicairos

coherent lensless imaging phase retrieval ptychography tomography X-ray imaging

Laboratory of Semiconductor Materials

Prof. Anna Fontcuberta

semiconductor materials nanowires cathodoluminescence imaging SEM TEM

Imaging Labs 2