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HydroGym: A Reinforcement Learning Platform for Fluid Dynamics Now published in Nature!! GitHub: Amazing collaboration with Christian Lagemann, S Mokbel, M Gondrum, M Rüttgers, Y Wang, P Suárez, L Paehler, D A Bezgin, A B Buhendwa, J L Callaham, S Ahnert, N Zolman, X Shao, J-Ch Loiseau, N A.... show more

Steven Brunton

57,434 subscribers

92,125 views • 2 months ago •via X (Twitter)

Science & Technology

Anya Rossi• Live Now

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23 Comments

Two Minute Papers1 month ago

@morgymcg Wow, incredible, congratulations Steve!

Steven Brunton1 month ago

@morgymcg Thank you!! 🙏

Zongyi Li2 months ago

Super excitied! Do you plan to release some datasets? I saw a folder for OfflineRL but it's still empty.

Steven Brunton1 month ago

Yes in the works!

Sciumo2 months ago

Best channel on ML and modeling.

Zeev Kirsh2 months ago

This is the worst possible name for the awesomest physics engine i can imagine. also i wanna be a dolphin.

Steven Brunton2 months ago

😂

Obedience Adara2 months ago

🙌🔥. Can't wait to play around with the repo

Yousof2 months ago

The only best teacher I've ever seen💥💥

Coffee&Code2 months ago

U my personal hero dude

Roy2 months ago

With my regards Steve...

Jayanta Bando2 months ago

Congratulations!!!!

THC Humor 💹🧲2 months ago

Turning RL into practical scientific simulation is seriously impressive

Gabriel Kern2 months ago

Some awesome work! Excited to see how this repo progresses

52 months ago

Breaks my mind how much still needs to be taught to agents

Steven Cheng2 months ago

Huge win for RL in physics sims.

Yochai Pagi1 month ago

Amazing , HydroGym is exactly the kind of shared, physics-grounded RL infrastructure the field has needed.

Varun Ahlawat2 months ago

@alfcnz @grok summarize the novelty and the setup in this paper

WalkerND2 months ago

Cool 👍

Sebastian Buzdugan2 months ago

does hydrogym expose solver instability in the reward, because agents will exploit it

AI Mastery Guide2 months ago

Fluid dynamics meets RL, huge work

Camilo Ruiz USAL1 month ago

Hi. I would really like to hear you opinion on the ai discovery about the Navier Stokes equation and about what does it means for scientists.

murali sum2 months ago

Improved and extended this HydroGym paper using my new Ram Calculus thery. See for some details on Ram Calculus invented by me. I have similarly improved/extended over 2,300 other specific papers/patents published in the last 5 years, in are areas of Science, Math, and Engg. Contact me for details at [email protected].

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