Simulation Engineering AI Primer

Simulation engineering · Module 1

AI-augmented simulation in 2026

For sim/CAE engineers who want substance before vendor demos set the terms.

AI-augmented simulation is not a replacement for physics, meshing, solver discipline, or engineering judgment.

The credible near-term pattern is assistance around exploration: summarizing runs, finding patterns in outputs, proposing next simulations, and making large result sets easier to reason about.

Phase 1 content review will replace this scaffold with Nima-reviewed prose before launch. No proprietary OEM context or vendor-internal claims are included.

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Scaffold source: docs/runbooks/phase-1-vertical-primers.md#e011