esQueranto: Differentiable Structured Quantum Light for Automated Scientific Discovery

arXiv:2610.00750 · quant-ph · Submitted 2026-09-30 · Read on arXiv

quant-ph

Submitted: 2026-09-30

Updated: 2026-09-30

Code: https://github.com/artificial-scientist-lab/esQueranto

Terminology

• Fidelity — 16× in this paper · explained in 2 episodes
• Adam — 5× in this paper · explained in 2 episodes
• Entanglement — 5× in this paper · explained in 4 episodes
• Hilbert Space — 5× in this paper · explained in 2 episodes
• Benchmark — 4× in this paper · explained in 2 episodes
• Core — 2× in this paper · explained in 2 episodes
• Fisher Information — 2× in this paper · explained in 3 episodes
• Objective Function — 2× in this paper · explained in 2 episodes
• Aperture — 1× in this paper · explained in 1 episode
• Local Optimization — 1× in this paper · explained in 2 episodes
• Loss Function — 1× in this paper · explained in 2 episodes
• Post-Selection — 1× in this paper · explained in 2 episodes
• Quantum Circuits — 1× in this paper · explained in 2 episodes
• Riemannian optimization — 1× in this paper · explained in 2 episodes
• alpha — 1× in this paper · explained in 1 episode

Sources

• Automated experimental design for high-probability entanglement generation
• Automated discovery of high-probability heralded schemes for path-entangled states
• Analytical Fock Representation of Two-Mode Squeezing for Quantum Interference
• Adam: A Method for Stochastic Optimization

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