NVIDIA Details the 'AI-Defined Fab': Simulation Speedups Up to 35x

NVIDIA Blog · rss · 2026-11-04

NVIDIA outlines how AI is reshaping semiconductor manufacturing into an 'AI-defined fab': COMSOL and Applied Materials speed multiphysics simulations up to 10x (topography 35x) with cuDSS/PhysicsNeMo; Siemens' Calibre gains 17x via cuLitho; Lam Research predicts plasma etch behavior in milliseconds instead of days; Advantest's NeMo Switchyard agents cut model-selection time from hours to minutes; and Omniverse-based digital twins let teams validate fab-wide changes virtually before touching the line.

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