Part I of a physics-ML monograph series. What NVIDIA PhysicsNeMo actually is, how its four repositories fit together, and a curated tour of the GitHub examples closest to real automotive work — external aerodynamics, crash dynamics, thermal surrogates, and deployment.

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The monograph lives at its own URL in the warm-paper layout, with figures in plain words. The three parts cross-link to each other.


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