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Mariel Pettee

@marielpettee

Asst. Professor of Physics ‪at @uwmadison.bsky.social, AI for science researcher, performing artist/creative technologist.

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Latest posts by Mariel Pettee @marielpettee

More info here: www.aps.org/about/news/2...

01.12.2025 19:13 👍 0 🔁 0 💬 0 📌 0
Banner image for PRX Intelligence from APS

Banner image for PRX Intelligence from APS

@apsphysics.bsky.social is soon launching a highly-selective journal where AI & physics research will be reviewed by domain experts (i.e. not random ML conference reviewers). I believe this will be an important venue for impactful work in this field, and I'm excited to serve as an associate editor 🙂

01.12.2025 19:13 👍 5 🔁 0 💬 1 📌 0
Admissions Information Prospective physics graduate students are welcome to contact faculty members to inquire about their research program. However, individual faculty members cannot accept students into the graduate progr...

📢 𝐆𝐫𝐚𝐝 𝐚𝐝𝐦𝐢𝐬𝐬𝐢𝐨𝐧𝐬 𝐨𝐩𝐞𝐧, 𝐞𝐚𝐫𝐥𝐢𝐞𝐫 𝐝𝐞𝐚𝐝𝐥𝐢𝐧𝐞 𝐭𝐡𝐢𝐬 𝐲𝐞𝐚𝐫!

Physics at 𝐆𝐞𝐨𝐫𝐠𝐢𝐚 𝐓𝐞𝐜𝐡 is accepting applications.

𝐌𝐲 𝐠𝐫𝐨𝐮𝐩 𝐨𝐧 𝐀𝐈 ∩ 𝐩𝐡𝐲𝐬𝐢𝐜𝐬 𝐢𝐬 𝐠𝐫𝐨𝐰𝐢𝐧𝐠! So if you know students interested in 𝐟𝐮𝐧𝐝𝐚𝐦𝐞𝐧𝐭𝐚𝐥 𝐩𝐡𝐲𝐬𝐢𝐜𝐬 𝐨𝐫 𝐚𝐬𝐭𝐫𝐨, please share this.


🗓️ Deadline: 𝐃𝐞𝐜𝐞𝐦𝐛𝐞𝐫 𝟏𝟓


🔗 physics.gatech.edu/academics/gr...

11.11.2025 16:55 👍 4 🔁 2 💬 0 📌 1

Amazing news! 🙌🏻 🎉

11.11.2025 15:22 👍 1 🔁 0 💬 0 📌 0

Really proud of this project led by @kylecranmer.bsky.social and created alongside these awesome collaborators and friends. I believe this is important work that will help researchers make grounded decisions when building multimodal models with many diverse inputs. Add it to your paper pile!

28.10.2025 20:13 👍 6 🔁 1 💬 0 📌 0

I’ve heard some student requests for a Discord channel! But I still use Slack for everything so far ☺️

17.10.2025 03:57 👍 1 🔁 0 💬 1 📌 0
Preview
Reviewer form - ML4PS @ NeurIPS 2025 Please fill this form to express your interest in becoming a reviewer for our workshop. The review period will likely be September 2 to September 19. As a reviewer you can express the number of papers...

The #ML4PS2025 workshop received 40% more submissions than last year! To help ensure all papers are reviewed fairly, we are still seeking some extra emergency reviewers. If you have capacity to review a couple cutting-edge 4-page papers over the next 2 weeks, sign up here:

05.09.2025 18:07 👍 0 🔁 0 💬 0 📌 0
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Does a smaller latent space lead to worse generation in latent diffusion models? Not necessarily! We show that LDMs are extremely robust to a wide range of compression rates (10-1000x) in the context of physics emulation.

We got lost in latent space. Join us 👇

03.09.2025 13:40 👍 27 🔁 8 💬 1 📌 1
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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

29.07.2025 19:20 👍 4 🔁 1 💬 1 📌 1

ouroborosly

02.01.2025 01:21 👍 34 🔁 7 💬 2 📌 1
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Great talk by @annalenakofler.bsky.social
Flow Annealed Importance Sampling Bootstrap meets Differentiable Particle Physics

ml4physicalsciences.github.io/2024/files/N...

15.12.2024 22:59 👍 51 🔁 6 💬 1 📌 0
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A wide range of insightful and inspiring talks today at #ML4PS @neuripsconf.bsky.social , including @yasamanbb.bsky.social , Thea Aarrestad, and @annalenakofler.bsky.social

16.12.2024 00:25 👍 14 🔁 1 💬 0 📌 0
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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.

16.12.2024 00:16 👍 23 🔁 2 💬 0 📌 0

Really looking forward to these!

12.12.2024 06:22 👍 7 🔁 0 💬 0 📌 0
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🧵 Today with @polymathicai.bsky.social and others we're releasing two massive datasets that span dozens of fields - from bacterial growth to supernova!

We want this to enable multi-disciplinary foundation model research.

02.12.2024 19:46 👍 87 🔁 25 💬 3 📌 2