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feat: Add AtomizerField training data export and intelligent model discovery

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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>
This commit is contained in:
Anto01
2025-11-26 12:01:50 -05:00
parent a0c008a593
commit 2b3573ec42
949 changed files with 1405144 additions and 470 deletions
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24
nx_journals/user_generated_journals/journal_export_ResultProbe_export_field.py Normal file
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# NX 2412
# Journal created by antoi on Fri Nov 21 10:00:35 2025 Eastern Standard Time
#
import math
import NXOpen
import NXOpen.CAE
import NXOpen.Fields
def main(args) :
theSession = NXOpen.Session.GetSession() #type: NXOpen.Session
workSimPart = theSession.Parts.BaseWork
displaySimPart = theSession.Parts.BaseDisplay
probes1 = [NXOpen.CAE.ResultProbe.Null] * 1
fieldManager1 = workSimPart.FindObject("FieldManager")
resultProbe1 = fieldManager1.FindObject("ResultProbe")
probes1[0] = resultProbe1
theSession.ResultManager.ExportProbesToFieldFile(probes1, "C:\\Users\\antoi\\Documents\\Atomaste\\Atomizer\\examples\\Models\\Bracket\\export_field_dz.fld")
# ----------------------------------------------
# Menu: Tools->Automation->Journal->Stop Recording
# ----------------------------------------------
if __name__ == '__main__':
main(sys.argv[1:])

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nx_journals/user_generated_journals/journal_monitor_window_off.py Normal file
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# NX 2412
# Journal created by antoi on Mon Nov 24 10:30:54 2025 Eastern Standard Time
#
import math
import NXOpen
import NXOpen.CAE
def main(args) :
theSession = NXOpen.Session.GetSession() #type: NXOpen.Session
workSimPart = theSession.Parts.BaseWork
displaySimPart = theSession.Parts.BaseDisplay
markId1 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Start")
theSession.SetUndoMarkName(markId1, "Solver Parameters Dialog")
markId2 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solver Parameters")
theSession.DeleteUndoMark(markId2, None)
markId3 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solver Parameters")
simSimulation1 = workSimPart.FindObject("Simulation")
simSolution1 = simSimulation1.FindObject("Solution[Solution 1]")
propertyTable1 = simSolution1.SolverOptionsPropertyTable
propertyTable1.SetBooleanPropertyValue("solution monitor", False)
theSession.DeleteUndoMark(markId3, None)
theSession.SetUndoMarkName(markId1, "Solver Parameters")
# ----------------------------------------------
# Menu: Tools->Automation->Journal->Stop Recording
# ----------------------------------------------
if __name__ == '__main__':
main(sys.argv[1:])

42
nx_journals/user_generated_journals/journal_solve_all_solution.py Normal file
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# NX 2412
# Journal created by antoi on Tue Nov 18 14:06:55 2025 Eastern Standard Time
#
import math
import NXOpen
import NXOpen.CAE
def main(args) :
theSession = NXOpen.Session.GetSession() #type: NXOpen.Session
workSimPart = theSession.Parts.BaseWork
displaySimPart = theSession.Parts.BaseDisplay
# ----------------------------------------------
# Menu: Analysis->Solve All Solutions...
# ----------------------------------------------
markId1 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Start")
theSession.SetUndoMarkName(markId1, "Solve All Solutions Dialog")
markId2 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve All Solutions")
theSession.DeleteUndoMark(markId2, None)
markId3 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve All Solutions")
theCAESimSolveManager = NXOpen.CAE.SimSolveManager.GetSimSolveManager(theSession)
numsolutionssolved1, numsolutionsfailed1, numsolutionsskipped1 = theCAESimSolveManager.SolveAllSolutions(NXOpen.CAE.SimSolution.SolveOption.Solve, NXOpen.CAE.SimSolution.SetupCheckOption.CompleteCheckAndOutputErrors, NXOpen.CAE.SimSolution.SolveMode.Foreground, False)
numsolutionssolved2, numsolutionsfailed2, numsolutionsskipped2 = theCAESimSolveManager.SolveAllMetaSolutions(NXOpen.CAE.SimSolution.SolveOption.Solve, NXOpen.CAE.SimSolution.SetupCheckOption.CompleteCheckAndOutputErrors, NXOpen.CAE.SimSolution.SolveMode.Foreground, False)
theSession.DeleteUndoMark(markId3, None)
theSession.SetUndoMarkName(markId1, "Solve All Solutions")
theSession.DeleteUndoMark(NXOpen.Session.UndoMarkId.ValueOf(1988), None)
# ----------------------------------------------
# Menu: Tools->Automation->Journal->Stop Recording
# ----------------------------------------------
if __name__ == '__main__':
main(sys.argv[1:])

71
nx_journals/user_generated_journals/journal_solving_2_different_solutions.py Normal file
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# NX 2412
# Journal created by antoi on Tue Nov 18 14:01:45 2025 Eastern Standard Time
#
import math
import NXOpen
import NXOpen.CAE
def main(args) :
theSession = NXOpen.Session.GetSession() #type: NXOpen.Session
workSimPart = theSession.Parts.BaseWork
displaySimPart = theSession.Parts.BaseDisplay
# ----------------------------------------------
# Menu: Analysis->Solve...
# ----------------------------------------------
markId1 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Start")
theSession.SetUndoMarkName(markId1, "Solve Dialog")
markId2 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve")
theSession.DeleteUndoMark(markId2, None)
markId3 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve")
theCAESimSolveManager = NXOpen.CAE.SimSolveManager.GetSimSolveManager(theSession)
psolutions1 = [NXOpen.CAE.SimSolution.Null] * 1
simSimulation1 = workSimPart.FindObject("Simulation")
simSolution1 = simSimulation1.FindObject("Solution[Solution 1]")
psolutions1[0] = simSolution1
numsolutionssolved1, numsolutionsfailed1, numsolutionsskipped1 = theCAESimSolveManager.SolveChainOfSolutions(psolutions1, NXOpen.CAE.SimSolution.SolveOption.Solve, NXOpen.CAE.SimSolution.SetupCheckOption.CompleteDeepCheckAndOutputErrors, NXOpen.CAE.SimSolution.SolveMode.Background)
theSession.DeleteUndoMark(markId3, None)
theSession.SetUndoMarkName(markId1, "Solve")
markId4 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Activate Solution")
simSolution2 = simSimulation1.FindObject("Solution[Solution_Normal_Modes]")
simSolutionStep1 = simSolution2.FindObject("SolutionStep[Subcase - Normal Modes 1]")
simSolution2.ActiveStep = simSolutionStep1
# ----------------------------------------------
# Menu: Analysis->Solve...
# ----------------------------------------------
markId5 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Visible, "Start")
theSession.SetUndoMarkName(markId5, "Solve Dialog")
markId6 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve")
theSession.DeleteUndoMark(markId6, None)
markId7 = theSession.SetUndoMark(NXOpen.Session.MarkVisibility.Invisible, "Solve")
psolutions2 = [NXOpen.CAE.SimSolution.Null] * 1
psolutions2[0] = simSolution2
theSession.Post.PostviewDelete(9)
numsolutionssolved2, numsolutionsfailed2, numsolutionsskipped2 = theCAESimSolveManager.SolveChainOfSolutions(psolutions2, NXOpen.CAE.SimSolution.SolveOption.Solve, NXOpen.CAE.SimSolution.SetupCheckOption.CompleteDeepCheckAndOutputErrors, NXOpen.CAE.SimSolution.SolveMode.Background)
theSession.DeleteUndoMark(markId7, None)
theSession.SetUndoMarkName(markId5, "Solve")
# ----------------------------------------------
# Menu: Tools->Automation->Journal->Stop Recording
# ----------------------------------------------
if __name__ == '__main__':
main(sys.argv[1:])