Compare nonlinear and small-angle pendulums
Integrate a declared ideal model, estimate periods from crossings and audit energy conservation.
numpy · pandas · scipy · matplotlib · IPython
PHYSICS / 01–06
Physics
6 independent, runnable lessons connecting questions, traceable inputs, transparent methods and interpretation. One notebook download starts each workflow.
Learning path 01 → 02 → 03 → 04 → 05 → 06; every lesson also runs independently.
Download this discipline in both languages6 recipes
Inspect damping and forced resonance
Connect free decay, steady frequency response and time-domain integration with dimensional parameters.
numpy · pandas · scipy · matplotlib · IPython
Integrate a projectile with quadratic drag
Stop at a ground event, compare a vacuum reference and reconcile mechanical-energy loss with drag work.
numpy · pandas · scipy · matplotlib · IPython
Check a heat-diffusion solver
Enforce the explicit stability limit, compare a known sine-mode solution and measure grid convergence.
numpy · pandas · scipy · matplotlib · IPython
Inspect real GW150914 detector strain
Audit a frozen Hanford record, estimate a spectrum and inspect a declared zero-phase band-pass without claiming a new detection.
numpy · pandas · scipy · matplotlib · IPython
Reconcile Planck, Wien and Stefan–Boltzmann laws
Compute spectral radiance from frozen SI constants, locate wavelength peaks and verify integrated exitance.
numpy · pandas · scipy · matplotlib · IPython
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