An Operator-Theoretic Model of Entanglement Percolation in Series-Parallel Quantum Networks

arXiv:2609.26367 · quant-ph · Submitted 2026-09-22 · Read on arXiv

quant-ph

Submitted: 2026-09-22

Updated: 2026-09-22

Terminology

• Entanglement — 388× in this paper · explained in 4 episodes
• Trace — 6× in this paper · explained in 2 episodes
• Hilbert Space — 4× in this paper · explained in 2 episodes
• Phase Transitions — 3× in this paper · explained in 2 episodes
• Robustness — 3× in this paper · explained in 5 episodes
• Foundation Model — 2× in this paper · explained in 3 episodes
• Foundation Models — 2× in this paper · explained in 7 episodes
• Redundancy — 2× in this paper · explained in 2 episodes
• Scaling Laws — 2× in this paper · explained in 4 episodes
• Clustering — 1× in this paper · explained in 2 episodes
• Interpretability — 1× in this paper · explained in 15 episodes
• Multipartite Entanglement — 1× in this paper · explained in 2 episodes

Sources

• Scaling Laws for Neural Language Models
• Entanglement and Teleportation in a 1-D Network with Repeaters
• A Limit Theory of Foundation Models: A Mathematical Approach to Understanding Emergent Intelligence and Scaling Laws

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