- AtomizerNXSolver wraps existing NXSolver + extractors from SAT3 pipeline - HEEDS-style iteration folders with fresh model copies per trial - Expression .exp file generation with correct unit mapping - pyNastran OP2 extraction: displacement, von Mises (kPa→MPa), mass - StubSolver improved with beam-theory approximations - Reuses proven journal pipeline (solve_simulation.py)