Nucleation

The supported path is a deterministic, CPU-only, one-box Nucleation runnable using fixed-capacity slots and partitioning gas. It preserves the supplied Aerosol identity and uses ExhaustionControls when capacity is exhausted.

Supported CPU runnable

• Source/download: CPU nucleation
• Run: python docs/Examples/Nucleation/cpu_nucleation.py
• Feature contract

Direct-Warp low-level example

The direct-Warp source/download demonstrates the package-exported nucleation_step_gpu with caller-owned transfers, sidecars, and synchronization. It requires Warp and defaults to Warp CPU; it is not a replacement for the supported CPU runnable or a CPU fallback.

• Run: python -Werror docs/Examples/Nucleation/gpu_direct_nucleation.py

Illustrative custom workflow

The single-species notebook is an illustrative custom workflow. Its direct facade mutation and custom mass source are not the supported E6-F7 API.