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Navier-Stokes equations

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Climate Physicists Face the Ghosts in Their Machines: Clouds

February 20, 2026

The planet is getting hotter, but one factor in particular makes it hard to tell just how hot it will get. Physicists and computer scientists are racing to solve the problem of clouds.

Physicists Make Electrons Flow Like Water

February 11, 2026

We describe electricity as a flow, but that’s not what happens in a typical wire. Physicists have begun to induce electrons to act like fluids, an effort that could illuminate new ways of thinking about quantum systems.

Using AI, Mathematicians Find Hidden Glitches in Fluid Equations

January 9, 2026

A $1 million prize awaits anyone who can show where the math of fluid flow breaks down. With specially trained AI systems, researchers have found a slew of new candidates in simpler versions of the problem.

Epic Effort to Ground Physics in Math Opens Up the Secrets of Time

June 11, 2025

By mathematically proving how individual molecules create the complex motion of fluids, three mathematicians have illuminated why time can’t flow in reverse.

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Improving Deep Learning With a Little Help From Physics

April 23, 2025

Rose Yu has a plan for how to make AI better, faster and smarter — and it’s already yielding results.

‘Next-Level’ Chaos Traces the True Limit of Predictability

March 7, 2025

In math and computer science, researchers have long understood that some questions are fundamentally unanswerable. Now physicists are exploring how even ordinary physical systems put hard limits on what we can predict, even in principle.

Computer Proof ‘Blows Up’ Centuries-Old Fluid Equations

November 16, 2022

For more than 250 years, mathematicians have wondered if the Euler equations might sometimes fail to describe a fluid’s flow. A new computer-assisted proof marks a major breakthrough in that quest.

Mathematicians Coax Fluid Equations Into Nonphysical Solutions

May 2, 2022

The famed Navier-Stokes equations can lead to cases where more than one result is possible, but only in an extremely narrow set of situations.

Deep Learning Poised to ‘Blow Up’ Famed Fluid Equations

April 12, 2022

For centuries, mathematicians have tried to prove that Euler’s fluid equations can produce nonsensical answers. A new approach to machine learning has researchers betting that “blowup” is near.