Author

Melvin Strobl

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Preprint Oct 2026

JAQSI: Just Another Quantum Simulator

Classical simulation supports the development and validation of quantum algorithms through full-state inspection, controlled noise models and backpropagation, albeit for small quantum systems. Existing frameworks offer gate-level execution, differentiable pulse-level dynamics or optimised hardware execution. Just anoth...

Melvin Strobl, Maja Franz, L. Scheller et al. · 0 citations

Preprint Oct 2026

Unflattening by Flattening -- How Input Distributions Shape Output Variance in Angle-Encoded Circuits

Barren plateaus hinder training of parameterized quantum circuits by making loss gradients exponentially small in the number of qubits. For angle-encoded product states, we show how the input distribution affects output variation through algebraic input purity, i.e. the input's overlap with the circuit's dynamical Lie...

Melvin Strobl, G. Mejia, E. Kuehn et al. · 1 citation