An optimized determinant algorithm with randomized redundancy elimination and a TensorFlow implementation compute nuclear correlation functions up to A=7 with large speedups, and a few dominant spin-color terms are shown empirically to reproduce the full correlators.
Proton-proton fusion and tritium $\beta$-decay from lattice quantum chromodynamics
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abstract
The nuclear matrix element determining the $pp\to d e^+ \nu$ fusion cross section and the Gamow-Teller matrix element contributing to tritium $\beta$-decay are calculated with lattice Quantum Chromodynamics (QCD) for the first time. Using a new implementation of the background field method, these quantities are calculated at the SU(3)-flavor-symmetric value of the quark masses, corresponding to a pion mass of $m_\pi$ ~ 806 MeV. The Gamow-Teller matrix element in tritium is found to be 0.979(03)(10) at these quark masses, which is within $2\sigma$ of the experimental value. Assuming that the short-distance correlated two-nucleon contributions to the matrix element (meson-exchange currents) depend only mildly on the quark masses, as seen for the analogous magnetic interactions, the calculated $pp\to d e^+ \nu$ transition matrix element leads to a fusion cross section at the physical quark masses that is consistent with its currently accepted value. Moreover, the leading two-nucleon axial counterterm of pionless effective field theory is determined to be $L_{1,A}=3.9(0.1)(1.0)(0.3)(0.9)\ {\rm fm}^3$ at a renormalization scale set by the physical pion mass, also in agreement with the accepted phenomenological range. This work concretely demonstrates that weak transition amplitudes in few-nucleon systems can be studied directly from the fundamental quark and gluon degrees of freedom and opens the way for subsequent investigations of many important quantities in nuclear physics.
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Nuclear correlation functions using first-principle calculations of lattice quantum chromodynamics
An optimized determinant algorithm with randomized redundancy elimination and a TensorFlow implementation compute nuclear correlation functions up to A=7 with large speedups, and a few dominant spin-color terms are shown empirically to reproduce the full correlators.