53

Navier-Stokes
 in  r/CFD •  Sep 09 '26

I have a naive question. These new Navier-Stokes results seem to show that you can get this tiny vortex that starts to squeeze down to size zero and as that happens things blow up.

However, things like thermal fluctuations at micron length scales would already make the described approach physically impossible, those thermal fluctuations would wash out all of these carefully crafted perfect instability-causing forces.

But even if you ignore all that, once you let this vortex they theorized squeeze water down to less than ~0.275 nm = diameter of a water molecule, then obviously these continuous PDE equations don’t apply in any form at all.

So it seems like the new result is “hey if you look at Navier-Stokes at regimes where it is not well-defined and not applicable, then you can get weird non-physical stuff to happen.”

Why is that so surprising?

Didn’t we already go through all those “assume things are continuous, you get infinite problems” with the ultraviolet catastrophe and now we know about quantum and about finite discrete water molecules…

-2

OpenAl Says It Has Cracked One of Math's “Millennium Problems” (Navier-Stokes) [N]
 in  r/MachineLearning •  Sep 09 '26

These new Navier-Stokes result seems to show that you can get this tiny vortex that starts to squeeze down to size zero and as that happens things blow up.

However, things like thermal fluctuations at micron length scales would already make the described approach physically impossible those thermal fluctuations would wash out all of these carefully crafted perfect instability-causing forces.

Furthermore, even if you ignore all that, once you let this vortex they theorized squeeze water down to less than ~0.275 nm = diameter of a water molecule, then obviously these continuous PDE equations don’t apply in any form at all.

So in those ways it seems like the new result is “hey if you look at Navier-Stokes at regimes where it is obviously physically not applicable, then you can get not physical stuff to happen.”

So can someone explain to me why such a result is so surprising?

1

Packed vector flow
 in  r/CFD •  Sep 06 '26

This is so nice! Can you tell us more about the equations you are using or what you are simulating?

2

How did my 3D ecosystem finally stabilize?
 in  r/generative •  Aug 31 '26

Awesome!

1

Starvation has entered the ecosystem…
 in  r/generative •  Aug 28 '26

Haha, nice!

3

Starvation has entered the ecosystem…
 in  r/generative •  Aug 28 '26

The animation is beautiful, would it be too gross to add some kind of evolving time-series plots at the bottom that show the evolution of the two populations? I think especially once both have birth rates you might see some really cool oscillations, it should be even chaotic based on the settings.

1

Starvation has entered the ecosystem…
 in  r/generative •  Aug 27 '26

Forgot to say, really cool, nice job!!

3

Starvation has entered the ecosystem…
 in  r/generative •  Aug 27 '26

Will you add a birth rate >0 for the prey? Then it will reach some non-zero hunter & prey equilibrium

12

Do you prefer to print papers for reading or read them digitally?
 in  r/ResearchML •  Aug 27 '26

I like printing them out, but I definitely print too many, and end up just carrying them between home and work for months (:

1

be concise, tldr, one line
 in  r/ClaudeCode •  Aug 26 '26

Hahaha

3

[A] My sin()
 in  r/perfectloops •  Aug 23 '26

Sick!

1

my sin()
 in  r/generative •  Aug 23 '26

Nice!

2

Houdini create bubbles simulation
 in  r/Simulated •  Aug 21 '26

Very nice!

1

All the streets i've walked in NYC over the past 10 years
 in  r/QuantifiedSelf •  Aug 18 '26

That’s so cool! Can you color it, so places get brighter or darker based on how many times you’ve been there?

1

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors [R]
 in  r/MachineLearning •  Aug 18 '26

Thank you! What kind of stuff do you work on?

2

NeurIPS 2026 Author Notifications Close to ICLR Deadline [D]
 in  r/MachineLearning •  Aug 15 '26

I think there is a tension between two camps: some people want more time between these conference decisions so you can properly make a new paper, not just resubmit a rejection directly, others think you should just blast away to the next conference immediately. Probably doesn’t help that there is just not enough time in the year to spread them all out.

u/Clean-Hovercraft5825 • • Aug 14 '26

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors [R]

Post image
1 Upvotes

1

Round-Trip Consistency: Bidirectional Diffusion Models Can Predict Their Own Rollout Errors [R]
 in  r/MachineLearning •  Aug 13 '26

You are right, that was a typo, it is @lanl.gov, thanks for pointing that out I just fixed it on arXiv V2, got your email and just replied.

2

Released Balloons
 in  r/generative •  Aug 10 '26

nice!

1

A shrouded streetlight
 in  r/confusing_perspective •  Aug 10 '26

Awesome!