Pingzhi Li

Symbolic analysis of Grover search algorithm via Chain-of-Thought reasoning and quantum-native tokenization

2026 · npj Quantum Information

Understanding the high-level conceptual structure of quantum algorithms from their low-level circuit representations is a critical task for verification, debugging, and education. While traditional numerical simulators can calculate output probabilities, they do not explicitly surface …