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Learning Quantum Integrable Structure with Artificial Intelligence: A Case of AI-Led Scientific Research
Version 2
(Latest)
November 09, 2025 22:32
Learning Quantum Integrable Structure with Artificial Intelligence: A Case of AI-Led Scientific Research
Modern artificial intelligence (AI) systems have demonstrated remarkable potential in exploring foundational problems in physics. This work presents an AI-driven framework for discovering quantum integrable spin chains by encoding algebraic …
Latest Version
Version 1
November 09, 2025 00:00
Learning Quantum Integrable Structure with Neural Networks
Can modern AI systems independently explore problems in foundational physics? Quantum inte- grable systems provide a stringent testbed where nontrivial algebraic consistency, exactly conserved charges, and spectral constraints can be …