feat: Add AtomizerField training data export and intelligent model discovery
Major additions: - Training data export system for AtomizerField neural network training - Bracket stiffness optimization study with 50+ training samples - Intelligent NX model discovery (auto-detect solutions, expressions, mesh) - Result extractors module for displacement, stress, frequency, mass - User-generated NX journals for advanced workflows - Archive structure for legacy scripts and test outputs - Protocol documentation and dashboard launcher 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
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# NX 2412
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# Journal created by antoi on Tue Nov 18 14:06:55 2025 Eastern Standard Time
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#
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import math
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import NXOpen
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import NXOpen.CAE
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def main(args) :
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theSession = NXOpen.Session.GetSession() #type: NXOpen.Session
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workSimPart = theSession.Parts.BaseWork
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displaySimPart = theSession.Parts.BaseDisplay
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# ----------------------------------------------
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# Menu: Analysis->Solve All Solutions...
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# ----------------------------------------------
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markId1 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Start")
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theSession.SetUndoMarkName(markId1, "Solve All Solutions Dialog")
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markId2 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve All Solutions")
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theSession.DeleteUndoMark(markId2, None)
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markId3 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve All Solutions")
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theCAESimSolveManager = NXOpen.CAE.SimSolveManager.GetSimSolveManager(theSession)
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numsolutionssolved1, numsolutionsfailed1, numsolutionsskipped1 = theCAESimSolveManager.SolveAllSolutions(NXOpen.CAE.SimSolution.SolveOption.Solve, NXOpen.CAE.SimSolution.SetupCheckOption.CompleteCheckAndOutputErrors, NXOpen.CAE.SimSolution.SolveMode.Foreground, False)
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numsolutionssolved2, numsolutionsfailed2, numsolutionsskipped2 = theCAESimSolveManager.SolveAllMetaSolutions(NXOpen.CAE.SimSolution.SolveOption.Solve, NXOpen.CAE.SimSolution.SetupCheckOption.CompleteCheckAndOutputErrors, NXOpen.CAE.SimSolution.SolveMode.Foreground, False)
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theSession.DeleteUndoMark(markId3, None)
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theSession.SetUndoMarkName(markId1, "Solve All Solutions")
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theSession.DeleteUndoMark(NXOpen.Session.UndoMarkId.ValueOf(1988), None)
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# ----------------------------------------------
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# Menu: Tools->Automation->Journal->Stop Recording
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# ----------------------------------------------
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if __name__ == '__main__':
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main(sys.argv[1:])
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