Hybrid QSCI method with LCNot-UCCSD ansatz and RBM-based configuration recovery enables NISQ-era molecular simulations, demonstrated on small molecules and DMET-embedded protein-ligand systems.
Restricted boltzmann machines in quantum physics,
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An analogy is drawn equating hidden units in Boltzmann machines with discrete Feynman paths, yielding quantum-circuit representations and links to inverse scattering for interpretability.
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Bridging the NISQ and Fault-Tolerant Regimes: Generative-ML-Assisted Quantum Selected CI for Molecular Simulations
Hybrid QSCI method with LCNot-UCCSD ansatz and RBM-based configuration recovery enables NISQ-era molecular simulations, demonstrated on small molecules and DMET-embedded protein-ligand systems.
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Analogy between Boltzmann machines and Feynman path integrals
An analogy is drawn equating hidden units in Boltzmann machines with discrete Feynman paths, yielding quantum-circuit representations and links to inverse scattering for interpretability.