The American Physical Society has released the 2025 Gallery of Fluid Motion, a selection that highlights the visual and scientific richness of contemporary fluid mechanics.

This annual collection brings together videos and images showcasing fluid phenomena captured with originality, rigor, and aesthetic sensitivity.

➡️ 2025 Playlist:
https://www.youtube.com/watch?v=SyzK2T-f3Dw&list=PLgxD9DiwxLGrOlC8oNjq7ku1BZJc5Uhi0

#APSDFD #GalleryOfFluidMotion #FluidMechanics #ScientificImaging #FluidDynamics

In ngff-zarr, we released a new Model Context Protocol (MCP) server 🧬🔬
This means you can now use natural language to:

✅ Convert datasets to OME-Zarr format
✅ Optimize compression codecs automatically
✅ Configure intelligent sharding
✅ Generate Python scripts for batch processing
✅ Validate OME-Zarr stores

https://ngff-zarr.readthedocs.io/en/latest/mcp.html

#ScientificImaging #OMEZarr #AI #ResearchSoftware #ReproducibleResearch #MCP

When quantifying a fluorescence signal, how do you deal with halos? Are they part of the overall signal and need to be added to the integrated density, or should they be discarded as background?
#scientificimaging