Antoine
fbbd3e7277
- Replace scipy.spatial.Delaunay with Shewchuk's Triangle (PSLG-based) - Boundary conforming: PSLG constrains edges along inset contour + hole keepout rings - Quality: min angle 25°, no slivers - Per-triangle density-based area refinement (s_min=20, s_max=80) - Clean boundary plotting (no more crooked v1 line resampling) - Triangulation plot shows inset contour (red dashed) + keepout rings (orange dashed) - Add sandbox2_brain_input.json geometry file
51 lines
2.2 KiB
Python
51 lines
2.2 KiB
Python
"""
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Atomizer/Optuna integration for adaptive isogrid optimization.
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Wires: parameter sampling → Python Brain → NX Hands → result extraction.
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"""
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# Parameter space definition
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PARAM_SPACE = {
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# Density field
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'eta_0': {'type': 'float', 'low': 0.0, 'high': 0.4, 'desc': 'Baseline density offset'},
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'alpha': {'type': 'float', 'low': 0.3, 'high': 2.0, 'desc': 'Hole influence scale'},
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'R_0': {'type': 'float', 'low': 10.0, 'high': 100.0, 'desc': 'Base influence radius (mm)'},
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'kappa': {'type': 'float', 'low': 0.0, 'high': 3.0, 'desc': 'Weight-to-radius coupling'},
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'p': {'type': 'float', 'low': 1.0, 'high': 4.0, 'desc': 'Decay exponent'},
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'beta': {'type': 'float', 'low': 0.0, 'high': 1.0, 'desc': 'Edge influence scale'},
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'R_edge': {'type': 'float', 'low': 5.0, 'high': 40.0, 'desc': 'Edge influence radius (mm)'},
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# Spacing
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's_min': {'type': 'float', 'low': 8.0, 'high': 20.0, 'desc': 'Min cell size (mm)'},
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's_max': {'type': 'float', 'low': 25.0, 'high': 60.0, 'desc': 'Max cell size (mm)'},
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# Rib thickness
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't_min': {'type': 'float', 'low': 2.0, 'high': 4.0, 'desc': 'Min rib thickness (mm)'},
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't_0': {'type': 'float', 'low': 2.0, 'high': 6.0, 'desc': 'Nominal rib thickness (mm)'},
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'gamma': {'type': 'float', 'low': 0.0, 'high': 3.0, 'desc': 'Density-thickness coupling'},
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# Manufacturing
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'w_frame': {'type': 'float', 'low': 3.0, 'high': 20.0, 'desc': 'Perimeter frame width (mm)'},
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'r_f': {'type': 'float', 'low': 3.0, 'high': 10.0, 'desc': 'Pocket fillet radius (mm)'},
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'd_keep': {'type': 'float', 'low': 1.0, 'high': 3.0, 'desc': 'Hole keepout multiplier (× diameter)'},
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'min_triangle_area': {'type': 'float', 'low': 5.0, 'high': 80.0, 'desc': 'Minimum pocketable triangle area (mm²)'},
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}
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# Default parameters for standalone brain testing
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DEFAULT_PARAMS = {
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'eta_0': 0.1,
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'alpha': 1.0,
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'R_0': 30.0,
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'kappa': 1.0,
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'p': 2.0,
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'beta': 0.3,
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'R_edge': 15.0,
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's_min': 20.0,
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's_max': 80.0,
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't_min': 2.5,
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't_0': 3.0,
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'gamma': 1.0,
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'w_frame': 8.0,
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'r_f': 6.0,
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'd_keep': 1.5,
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'min_pocket_radius': 6.0,
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'min_triangle_area': 20.0,
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}
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