Designing high-integrity electrical energy storage and burst-power delivery architectures for automotive electric drivetrains, renewable grid stabilization banks, aerospace flight actuators, and industrial automated guided vehicles requires balancing gravimetric energy density, specific power output, operational cycle endurance, thermal safety envelopes, and capital equipment costs, engineering...