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Wang, X.; Zhu, W.; Saxon, M.; Steyvers, M.; Wang, W.Y. (, Neural Information Processing Systems)
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Lu, Y.; Yang, X.; Li, X.; Wang, X.E; Wang, W.Y. (, Neural Information Processing Systems)
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Ho, M.; Sharma, A.; Chang, J.; Saxon, M.; Levy, S.; Lu, Y.; Wang, W.Y. (, Eleventh International Conference on Learning Representations (ICLR 2023))
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Lin, Huey-Wen; Yang, A.; Wang, W.Y.; Ng, S.C.C.; Chan, A.H.; Oh, C.H.; Phua, K.K. (, EPJ Web of Conferences)Recently, there have been rapid developments in lattice-QCD calculations of proton structure, especially in the parton distribution functions (PDFs). We overcame a longstanding obstacle and for the first time in lattice-QCD are able to directly calculate the Bjorken- x dependence of the quark, helicity and transversity distributions. The PDFs are obtained using the large-momentum effective field theory (LaMET) framework where the full Bjorken- x dependence of finite-momentum PDFs, called “quasi-PDFs”, can be calculated on the lattice. The quasi-PDF nucleon matrix elements are renormalized non-perturbatively in RI/MOM-scheme. Following a nonperturbative renormalization of the parton quasi-distribution in a regularization-independent momentum-subtraction scheme, we establish its matching to the $$ \overline {{\rm{MS}}} $$ PDF and calculate the non-singlet matching coefficient at next-to-leading order in perturbation theory. In this proceeding, I will show the progress that has been made in recent years, highlighting the latest state-of-the art PDF calculations at the physical pion mass. Future impacts on the large- x global PDF fits are also discussed.more » « less
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