jze9 2046dcba10 Add component database layer and validated physics core ...

- components/schema.py + database.py: typed loader for real retail parts
  (wire, capacitors, switches, sensors, projectile materials)
- physics/inductance.py: multilayer solenoid inductance (Wheeler) with
  ferromagnetic-slug coupling via smooth overlap model and analytic dL/dx
- physics/force.py: F = 0.5*I^2*dL/dx with a saturation clamp
- physics/circuit.py: coupled [Q,I,x,v] discharge ODE
- Validated against textbook RLC analytical solutions (under/over/critically
  damped) and energy conservation, not just spot-checked by eye
- PLAN.md updated with animation (per-run field visualization) and
  GPU-accelerated batch sweep as explicit later stages

Co-Authored-By: Claude Sonnet 5 <noreply@anthropic.com>

2026-07-06 19:45:32 +05:00

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