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Data Party THU
Data Party THU
Oct 4, 2025 · Artificial Intelligence

How DeepMind’s AI Uncovered New Unstable Singularities in Fluid Dynamics

DeepMind, together with researchers from NYU, Stanford and Brown, used physics‑informed neural networks, a Gauss‑Newton optimizer and multi‑stage training to systematically discover previously unknown unstable singularities in three fluid‑dynamics equations, revealing a concise asymptotic formula linking blow‑up rates to instability order.

DeepMindGauss-Newton optimizerPhysics-Informed Neural Networks
0 likes · 9 min read
How DeepMind’s AI Uncovered New Unstable Singularities in Fluid Dynamics
HyperAI Super Neural
HyperAI Super Neural
Sep 19, 2025 · Artificial Intelligence

DeepMind Uses AI to Uncover New Unstable Singularities in Three Fluid Equations

Google DeepMind, together with researchers from NYU, Stanford and Brown, applied a machine‑learning framework and a high‑precision Gauss‑Newton optimizer to systematically discover new unstable singularities in three fluid equations, achieving solution accuracy that significantly surpasses existing work and revealing an empirical formula linking blow‑up rate to instability order.

DeepMindGauss-Newton optimizerNavier-Stokes
0 likes · 9 min read
DeepMind Uses AI to Uncover New Unstable Singularities in Three Fluid Equations