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quantum many-body systems
quantum many-body systems
PulseAugur coverage of quantum many-body systems — every cluster mentioning quantum many-body systems across labs, papers, and developer communities, ranked by signal.
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New theory explains Transformer neural quantum state generalization
Researchers have developed a theoretical framework to understand how Transformer-based neural quantum states generalize when used with in-context learning. The study establishes a generalization error bound, indicating …
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Neural ODEs learn quantum many-body dynamics, guiding closure scheme development
Researchers have developed a neural ordinary differential equation (ODE) model capable of simulating the dynamics of quantum many-body systems. This model, trained on exact two-particle reduced density matrix (2RDM) dat…