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NewUniversity / research

de Laval Nozzle Mach Number

Quasi-1D converging-diverging nozzle: area-Mach relation, choking pressure ratio, subsonic/supersonic branches, and a qualitative normal-shock mode.

Launch Simulator
NewUniversity / research

Torsional Drivetrain Resonance

Two-inertia torsional drivetrain: shaft stiffness and damping, twist angle, first natural mode, resonance response, and optional backlash deadzone.

Launch Simulator
NewUniversity / research

Cart–Pole: LQR vs MPC vs PID

Nonlinear cart inverted pendulum: linearize about upright φ = θ, discrete-time LQR from DARE (Q, R → K), finite-horizon LQ MPC with DARE terminal cost, and hand-tuned PID — same force limit, kicks, and plant as the mechanics cart-pole.

Launch Simulator
NewUniversity / research

Bode & Nyquist from Pole–Zero Map

Click the s-plane to place real or complex-conjugate poles (●) and zeros (×); G(s)=K∏(s−z)/∏(s−p). Live Bode magnitude/phase and Nyquist plot with −1 point; phase and gain margins from principal crossings (teaching heuristics).

Launch Simulator
NewUniversity / research

Root Locus: 1 + K·G(s) = 0

Same pole–zero plant editor as the Bode/Nyquist map: trace closed-loop poles as K sweeps log-spaced, asymptotes and real-axis locus sketch, Durand–Kerner roots at the current K; characteristic D(s)+K g₀ N₀(s)=0.

Launch Simulator
NewUniversity / research

Particle Filter Localization (MCL)

1D or 2D toy robot with fixed range beacons: predict with noisy odometry, update with Gaussian range likelihood, systematic resample on low ESS; weighted mean vs ground truth.

Launch Simulator