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Fast Evaluation of Multi-Hadron Correlation Functions

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arxiv 1411.3691 v1 pith:BAJNBDMT submitted 2014-11-13 hep-lat

classification hep-lat
keywords correlationdeterminantsfunctionfunctionsmatricesnuclearnumberspeed
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Calculating the values of nuclear correlation functions is computationally intensive due to the fact that the number of terms in a nuclear wave function scales exponentially with atomic number. To speed up this computation, we represent a correlation function as a sum of the determinants of many small matrices, and exploit similarities between the matrices to speed up the calculations of those determinants.

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  1. Nuclear correlation functions using first-principle calculations of lattice quantum chromodynamics

    hep-lat 2024-11 conditional novelty 5.0 of 10

    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 sh...

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