Advanced math · Exact kernel
Gradient descent
1D quadratic steps
Gradient descent
- x_final
- 1.00248
- f
- 6.12998e-6
Closed-form or algebraic kernel. Throws rather than inventing a value. Not a substitute for your derivation. FrameCalc is an educational workbench. It is not for medical, nuclear-safety, radiation-protection, or engineering sign-off. Fusion and IEC estimates are models, not device predictions. Accuracy · Legal