Measurements are presented of the cross-section for the central exclusive production ofJ/\psi\to\mu^+\mu^- and\psi(2S)\to\mu^+\mu^- processes in proton-proton collisions at\sqrt{s} = 13 \ \mathrm{TeV} with 2016–2018 data. They are performed by requiring both muons to be in the LHCb acceptance (with pseudorapidity2<\eta_{\mu^±} < 4.5 ) and mesons in the rapidity range2.0 < y < 4.5 . The integrated cross-section results are\sigma_{J/\psi\to\mu^+\mu^-}(2.0 where the uncertainties are statistical, systematic and due to the luminosity determination. In addition, a measurement of the ratio of\psi(2S) andJ/\psi cross-sections, at an average photon-proton centre-of-mass energy of1\ \mathrm{TeV} , is performed, giving$ = 0.1763 ± 0.0029 ± 0.0008 ± 0.0039,$$ where the first uncertainty is statistical, the second systematic and the third due to the knowledge of the involved branching fractions. For the first time, the dependence of theJ/\psi$ and\psi(2S) cross-sections on the total transverse momentum transfer is determined inpp collisions and is found consistent with the behaviour observed in electron-proton collisions.
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Hamiltonian reconstruction as metric for variational studies
Variational approaches are among the most powerful techniques toapproximately solve quantum many-body problems. These encompass bothvariational states based on tensor or neural networks, and parameterizedquantum circuits in variational quantum eigensolvers. However,self-consistent evaluation of the quality of variational wavefunctionsis a notoriously hard task. Using a recently developed Hamiltonianreconstruction method, we propose a multi-faceted approach to evaluatingthe quality of neural-network based wavefunctions. Specifically, weconsider convolutional neural network (CNN) and restricted Boltzmannmachine (RBM) states trained on a square latticespin-1/2 J_1\!-\!J_2 Heisenberg model. We find that the reconstructed Hamiltonians aretypically less frustrated, and have easy-axis anisotropy near the highfrustration point. In addition, the reconstructed Hamiltonians suppressquantum fluctuations in the largeJ_2 limit. Our results highlight the critical importance of thewavefunction’s symmetry. Moreover, the multi-faceted insight from theHamiltonian reconstruction reveals that a variational wave function canfail to capture the true ground state through suppression of quantumfluctuations.
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- Award ID(s):
- 1934714
- PAR ID:
- 10486265
- Publisher / Repository:
- scipost.org
- Date Published:
- Journal Name:
- SciPost Physics
- Volume:
- 13
- Issue:
- 3
- ISSN:
- 2542-4653
- Format(s):
- Medium: X
- Sponsoring Org:
- National Science Foundation
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