Active particle feedback control with a single-shot detection convolutional neural network

Formation of stable and responsive collective states in suspensions of active colloids

(2020) Tobias Bäuerle et al.   Nature Communications

Digital video microscopy enhanced by deep learning

(2019) Saga Helgadottir et al.   Optica

Deep learning for single-shot autofocus microscopy

(2019) Henry Pinkard et al.   Optica

Deep learning in holography and coherent imaging

(2019) Yair Rivenson et al.   Light-Science & Applications

Machine-learning techniques for fast and accurate feature localization in holograms of colloidal particles

(2018) Mark D. Hannel et al.   OPTICS EXPRESS

Theory for controlling individual self-propelled micro-swimmers by photon nudging I: directed transport

(2018) Markus Selmke et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Theory for controlling individual self-propelled micro-swimmers by photon nudging II: confinement

(2018) Markus Selmke et al.   PHYSICAL CHEMISTRY CHEMICAL PHYSICS

Convolutional neural networks automate detection for tracking of submicron-scale particles in 2D and 3D

(2018) Jay M. Newby et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Self-organization of active particles by quorum sensing rules

(2018) Tobias Bäuerle et al.   Nature Communications

Active particles bound by information flows

(2018) Utsab Khadka et al.   Nature Communications

A new tracking algorithm for multiple colloidal particles close to contact

(2017) Harun Yücel et al.   JOURNAL OF PHYSICS-CONDENSED MATTER

Deep learning microscopy

(2017) Yair Rivenson et al.   Optica

Active colloids segmentation and tracking

(2016) Xiaofang Wang et al.   PATTERN RECOGNITION

Active Particles in Complex and Crowded Environments

(2016) Clemens Bechinger et al.   REVIEWS OF MODERN PHYSICS

Single Molecules Trapped by Dynamic Inhomogeneous Temperature Fields

(2015) Marco Braun et al.   NANO LETTERS

Stochastic Localization of Microswimmers by Photon Nudging

(2014) Andreas P. Bregulla et al.   ACS Nano

Objective comparison of particle tracking methods

(2014) Nicolas Chenouard et al.   NATURE METHODS

Thermal nonlinearities in a nanomechanical oscillator

(2013) Jan Gieseler et al.   Nature Physics

Harnessing thermal fluctuations for purposeful activities: the manipulation of single micro-swimmers by adaptive photon nudging

(2013) Bian Qian et al.   Chemical Science

Rapid, accurate particle tracking by calculation of radial symmetry centers

(2012) Raghuveer Parthasarathy   NATURE METHODS

Three Dimensional Orientational Imaging of Nanoparticles with Darkfield Microscopy

(2010) Lehui Xiao et al.   ANALYTICAL CHEMISTRY

Single-Particle Tracking of Janus Colloids in Close Proximity

(2008) Stephen M. Anthony et al.   LANGMUIR