Light, matter, action: Shining light on active matter
Light carries energy and momentum. It can therefore alter the motion of objects on the
atomic to astronomical scales. Being widely available, readily controllable, and broadly …
atomic to astronomical scales. Being widely available, readily controllable, and broadly …
[HTML][HTML] Novel tools to study cell-ECM interactions, cell adhesion dynamics and migration
Integrin-mediated cell adhesion is essential for cell migration, mechanotransduction and
tissue integrity. In vivo, these processes are regulated by complex physicochemical signals …
tissue integrity. In vivo, these processes are regulated by complex physicochemical signals …
Image processing tools for petabyte-scale light sheet microscopy data
Light sheet microscopy is a powerful technique for high-speed three-dimensional imaging of
subcellular dynamics and large biological specimens. However, it often generates datasets …
subcellular dynamics and large biological specimens. However, it often generates datasets …
Fluorescence Microscopy: a statistics-optics perspective
Fundamental properties of light unavoidably impose features on images collected using
fluorescence microscopes. Accounting for these features is often critical in quantitatively …
fluorescence microscopes. Accounting for these features is often critical in quantitatively …
Local conditional neural fields for versatile and generalizable large-scale reconstructions in computational imaging
Deep learning has transformed computational imaging, but traditional pixel-based
representations limit their ability to capture continuous, multiscale details of objects. Here we …
representations limit their ability to capture continuous, multiscale details of objects. Here we …
Learned, uncertainty-driven adaptive acquisition for photon-efficient multiphoton microscopy
Multiphoton microscopy (MPM) is a powerful imaging tool that has been a critical enabler for
live tissue imaging. However, since most multiphoton microscopy platforms rely on point …
live tissue imaging. However, since most multiphoton microscopy platforms rely on point …
Roadmap on machine learning glassy dynamics
Unravelling the connections between microscopic structure, emergent physical properties
and slow dynamics has long been a challenge when studying the glass transition. The …
and slow dynamics has long been a challenge when studying the glass transition. The …
Scientific exploration with expert knowledge (SEEK) in autonomous scanning probe microscopy with active learning
Microscopy plays a foundational role in materials science, biology, and nanotechnology,
offering high-resolution imaging and detailed insights into properties at the nanoscale and …
offering high-resolution imaging and detailed insights into properties at the nanoscale and …
AI analysis of super-resolution microscopy: Biological discovery in the absence of ground truth
Super-resolution microscopy, or nanoscopy, enables the use of fluorescent-based molecular
localization tools to study molecular structure at the nanoscale level in the intact cell …
localization tools to study molecular structure at the nanoscale level in the intact cell …
[HTML][HTML] Generic arrays of surface-positioned and shallow-buried gold multi-shapes as reference samples to benchmark near-field microscopes. Part 1: Applications in …
A wide palette of nanoscale imaging techniques operating in the near-field regime has been
reported to date, enabling an important number of scientific breakthroughs. While the tuning …
reported to date, enabling an important number of scientific breakthroughs. While the tuning …