Philip Hubbard
@philiphubbard.bsky.social
490 followers 380 following 93 posts
Computer science, biology. https://www.janelia.org/people/philip-hubbard https://fediscience.org/@philiphubbard https://orcid.org/0000-0002-6746-5035
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philiphubbard.bsky.social
On this day 5 years ago, I released version 1.0 of neuVid. It takes high-level descriptions of #Neuroscience or #CellBiology videos and renders them with #Blender or VVD Viewer. Here's a montage of how I've used it. Thanks to #HHMIJanelia for support, especially Steve Plaza and Stuart Berg of FlyEM.
philiphubbard.bsky.social
Some fly neurons are “dimorphic”, existing in both males and females but connecting to different neighboring neurons. Neighbors may be “isomorphic”, the same in both male and female; or sex specific; or dimorphic themselves. Here's an example, the type AOTU012, present in left and right instances.
philiphubbard.bsky.social
A connectome spanning the brain and nerve cord reveals interesting pathways. Visual-motor pathways connect visual neurons, which help the fly detect objects, to motor neurons, which help the fly move in response. Here's one such pathway, from R1-R6 visual neurons to the DNg13 motor neuron.
philiphubbard.bsky.social
I used Cycles, with some custom Python to simplify setup common to videos of neuroscience and cell biology: github.com/connectome-n...

In the past I used the OTOY Octane renderer with Blender. But it has a commercial license, and these days I think Cycles produces good results with less effort.
philiphubbard.bsky.social
Rendering this video was a nice test for #Blender3d, as the full set of bodies visible by the end involved almost 1.1 billion polygons. It all worked out well on our H200 cluster.
hhmijanelia.bsky.social
🪰 A team of researchers has unveiled the complete connectome of a male fruit fly central nervous system—a seamless map of all the neurons in the brain and nerve cord of a single male fruit fly and the millions of connections between them.
🔗 https://hhmi.news/4o3EJnk
Reposted by Philip Hubbard
hhmijanelia.bsky.social
🌟 Launch your own lab at Janelia 🌟

Advance our understanding of biology through theory, computational modeling & machine learning.

🔹 No teaching requirements
🔹 100% internally funded
🔹 Collaborate with expert support teams

📅 Apply by Nov. 4 👉 https://janelia.link/groupleader
philiphubbard.bsky.social
A second AI Engineer position is now open, for work at the intersection of protein engineering, evolution, and machine learning:

hhmi.wd1.myworkdayjobs.com/en-US/Extern...
philiphubbard.bsky.social
Come to #HHMIJanelia to work on the frontiers of AI and biology. Apply now for an AI Engineer position working on protein biosensors:

hhmi.wd1.myworkdayjobs.com/en-US/Extern...

More openings coming soon. Interesting AI is widespread at Janelia, like this diffusion model from Larissa Heinrich.
philiphubbard.bsky.social
Larissa Heinrich's diffusion model:
github.com/saalfeldlab/...

Visualized with Gephi. I shrank each layer for visualization, yet there are 1.8 million nodes and 109 million edges, so layout with Gephi ForceAtlas2 takes some time.
gephi.org

Inspired by Matt Fyles:
www.hpcwire.com/2017/02/15/h...
philiphubbard.bsky.social
Come to #HHMIJanelia to work on the frontiers of AI and biology. Apply now for an AI Engineer position working on protein biosensors:

hhmi.wd1.myworkdayjobs.com/en-US/Extern...

More openings coming soon. Interesting AI is widespread at Janelia, like this diffusion model from Larissa Heinrich.
Reposted by Philip Hubbard
debivort.bsky.social
Fly labs — Now is the time to show some solidarity and chip in support for this vital resource!
clip art of Drosophila flies at different life stages
philiphubbard.bsky.social
The #HHMIJanelia FuncEWorm project is building the first cellular/molecular blueprint of an entire organism, the C. elegans nematode. Here's a video showing some of what's involved: light sheet fluorescence microscopy, electron microscopy, spatial transcriptomics.

www.janelia.org/project-team...
philiphubbard.bsky.social
Larissa's U-net:
open.quiltdata.com/b/janelia-co...

Layer sizes reduced for visualization.

Layout with Gephi, using ForceAtlas2:
gephi.org

Inspired by Matt Fyles:
www.hpcwire.com/2017/02/15/h...

Thanks to Roman Vaxenburg, Konrad Rokicki, @preibischs.bsky.social, @herrsaalfeld.bsky.social
philiphubbard.bsky.social
What does a neural network look like? Maybe like this view of Larissa Heinrich's U-net for organelle segmentation, with edges between layer inputs and outputs.

Want to help build networks like this? Join #HHMIJanelia's new AI initiative as a data engineer:
hhmi.wd1.myworkdayjobs.com/en-US/Extern...
philiphubbard.bsky.social
Interested in AI and scientific discovery? HHMI Janelia has openings for data engineers as part of a new AI initiative. Preference for senior candidates with experience developing pipelines for scientific data, especially in biology or medicine.

hhmi.wd1.myworkdayjobs.com/en-US/Extern...

#FediHire
Reposted by Philip Hubbard
hhmi.org
HHMI @hhmi.org · Jul 15
Igor Siwanowicz created these images of the underside of the front foot of a male diving beetle. You can see suction cups that are used during mating, as well as a broad plate and exterior spines that aid in swimming.
Reposted by Philip Hubbard
lostwomenofsci.bsky.social
This Juneteenth we're spotlighting the work of the first Black trained TV meteorologist, June Bacon-Bercey.
philiphubbard.bsky.social
A final found image, with blue LPsP neurons that input to the grey PFL1s.
Two sets of connecting fly neurons with fine, wispy arbors.
philiphubbard.bsky.social
Here's another image I found, showing Delta7 neurons in gold providing more inputs to PFL1 neurons in grey. I like that the transparency makes the PFL1s look almost like glass.
Two sets of connecting fly neurons with fine, wispy arbors.
philiphubbard.bsky.social
Cleaning up disk space, I found this image I made for someone not long after the release of the #HHMIJanelia #Drosophila hemibrain #connectome in 2020. It shows EPG neurons in pink providing inputs to PFL1 neurons in transparent grey. I'm not sure if the image was ever used.
Two sets of connecting fly neurons with fine, wispy arbors.
philiphubbard.bsky.social
How about #SciVis, #SciViz?
philiphubbard.bsky.social
The video shows electron microscopy matched to light microscopy, perfect for #FluorescenceFriday. Takashi Kawase and Hideo Otsuna wrote the renderer, VVD Viewer, and I generated the animation with neuVid.
hhmijanelia.bsky.social
🪰 A team of Janelia researchers & collaborators have created a new set of tools for studying motor control of wing movements in fruit flies, providing an important #openscience resource for future studies of fly flight & courtship 🧠
hhmi.news/3H3ohn8
Reposted by Philip Hubbard
aaandmoore.bsky.social
Happy to officially introduce FilaBuster - a strategy for rapid, light-mediated intermediate filament disassembly. Compatible with multiple IF types, modular in design, and precise enough to induce localized filament disassembly in live cells.

www.biorxiv.org/content/10.1...
Reposted by Philip Hubbard
hhmijanelia.bsky.social
🎉Congratulations to HHMI’s Beautiful Biology, winner of a 2025 Webby Award in the Science Websites and Mobile Sites category ➡️ hhmi.news/42KRBpI

💻Explore the site ➡️ www.hhmi.org/beautifulbio...

📷Igor Siwanowicz
Reposted by Philip Hubbard
ritastrack.bsky.social
Wanted to share some key takeaways from this meeting for the broader public. If you were there and I missed things, please add on to this thread!
ritastrack.bsky.social
I am in sunny San Francisco for a meeting on AI in bioimaging at CZI headquarters! Looking forward to 🤯🤩 data and great conversations!
Reposted by Philip Hubbard
rhodamine110.bsky.social
We're looking for 1-2 enthusiastic early career chemists to join our Open Chemistry team at @hhmijanelia.bsky.social. Come help us create amazing dyes and share them with the world. Please share with the best recent/soon-to-be B.S. chemists you know! bit.ly/42w8C6N
Research Technician - Open Chemistry
Primary Work Address: 19700 Helix Drive, Ashburn, VA, 20147 Current HHMI Employees, click here to apply via your Workday account. Summary: Open Chemistry is a collaborative research group whose missio...
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