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most citedGradient-Annihilated PINNs for Solving Riemann Problems: Application to Relativistic Hydrodynamics

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quant-ph2026

Physics-Informed Neural Networks for Maximizing Quantum Fisher Information in Time-Dependent Many-Body Systems

Antonio Ferrer-Sánchez, Yolanda Vives-Gilabert, Yue Ban +2

Quantum Fisher Information (QFI) sets the ultimate precision limit for parameter estimation and is therefore a central quantity in quantum metrology. In time-dependent many-body sy…