New blog post introducing a recently accepted NeurIPS ML4PS workshop paper. 🔭

Post: jwuphysics.github.io/blog/2025/10...
Paper: arxiv.org/abs/2510.23749

Borrowing @profvlilienfeld.bsky.social’s signature saying, I am super pumped to be at the #ML4PS workshop representing #MachineLearningScienceandTechnology So many contributions this year!!! Check out the focus collection associated with the workshop iopscience.iop.org/collections/...

1/ 🚀 New Paper Alert: Spotlight at NeurIPS ML and the Physical Sciences Workshop!
We explore the intersection of high-energy physics and machine learning. What's the challenge we’re targeting, and why does it matter? Let's dive in! 🧵👇
🚀 #AI #MachineLearning #Physics #ML4PS #NeurIPS #AcademicSky

🚀 Dive into the Tech Frontier: Cutting-edge Innovations and Emerging Trends! 🌐 #cybersecurity #hiring

From ML4PS to AI and ML, the tech world is buzzing with innovations. But, be aware of emerging trends like TikTok and email marketing that could disrupt your world.

Some highlights from a really compelling overview talk by @lukasheinrich.com this morning at #ML4PS at @neuripsconf.bsky.social -- reflecting on the future of ML for physics, including the importance of multi-modality and when/how to impose our scientific intuitions onto our models.

4. We use diffusion models to generate realistic galaxies, conditioned on properties like redshift, stellar mass, star formation rate, and metallicity. Generated images can then be used to better constrain SED fits!

Mikaeel Yunus will be presenting this as a poster in the ML4PS workshop.

Excited to be there! Reach out if you want to have a chat about #MachineLearningScienceandTechnology (MLST), #IOPPublishing or anything else 😁 Also, check out the #ML4PS focus collection in the MLST journal here if you want an 'appetizer' iopscience.iop.org/collections/...

A wide range of insightful and inspiring talks today at #ML4PS @neuripsconf.bsky.social , including @yasamanbb.bsky.social , Thea Aarrestad, and @annalenakofler.bsky.social

Had a wonderful time presenting our two posters on tomographic SAR for forest height prediction and tree species classification at #ML4PS and #CCAI workshops at NeurIPS

This work was completed as part of an internship at FDL, working on a project proposed by ESA to support the Biomass Satellite

🔬 Fine-tuning Foundation Models for Molecular Dynamics: A Data-Efficient Approach with Random Features
✍️ @pienovelli.bsky.social, L. Bonati, P. Buigues, G. Meanti, L. Rosasco, M. Pontil | 📅ML4PS Workshop, Dec 15.

thanks to @smsharma.bsky.social @marielpettee.bsky.social and many others for this inspiring #ML4PS workshop @neuripsconf.bsky.social today.
It was extremely fun and I learned a lot. Got new toys to play around with ...
github.com/Ciela-Instit...

Time for selfies at the #ML4PS workshop! @kylecranmer.bsky.social @olexandr.bsky.social @Sascha (who is not on BlueSky?)

I’ll be presenting our recent work on SERS based biomarker detection at NeurIPS during the ML4PS workshop on Sunday! Here’s a link to the full paper if you’re interested: doi.org/10.48550/arX...

So proud of my team member! We won the reproducibility award at the #ML4PS workshop of @neuripsconf.bsky.social !! @helmholtzai.bsky.social

This release builds on our recently submitted ML4PS @ NeurIPS workshop paper, and already goes beyond the first arXiv version (April 2025, arxiv.org/abs/2504.18720).
Appa now uses a simpler architecture and still reaches strong performance with ~𝟓𝟑𝟎× 𝐜𝐨𝐦𝐩𝐫𝐞𝐬𝐬𝐢𝐨𝐧!

Call for Papers is out for the NeurIPS 2025 Workshop on ML & the Physical Sciences!

Submit your 4-page papers on new directions in ML & physics by Friday, August 29th 🌌 💻 ⚛️ #ML4PS #ML4PS2025 ml4physicalsciences.github.io

3. We train GNNs to predict galaxy subhalo masses in the TNG-Cluster simulation; we find strong performance over ML baselines and robust results on the independent TNG-300 test set.

Nikhil Garuda isn't in person, but come chat with me at the ML4PS workshop!

Had a blast at the @neuripsconf.bsky.social, and couldn’t have ended on a higher note than the #ML4PS workshop! Thank you to the organizers, presenters, reviewers, and sponsors. It is a honor and a pleasure to interact with you! Until next time 🥳