Correlation-enhanced neural networks as interpretable variational quantum states

Variational methods have proven to be excellent tools to approximate the ground states of complex many-body Hamiltonians. Generic tools such as neural networks are extremely powerful, but their parameters are not necessarily physically motivated. Thus, an efficient parametrization of the wave functi...

पूर्ण विवरण

ग्रंथसूची विवरण
मुख्य लेखकों: Agnes Valenti, Eliska Greplova, Netanel H. Lindner, Sebastian D. Huber
स्वरूप: लेख
भाषा:English
प्रकाशित: American Physical Society 2022-01-01
श्रृंखला:Physical Review Research
ऑनलाइन पहुंच:http://doi.org/10.1103/PhysRevResearch.4.L012010