661 citations · 1.6k across the 30 of their papers we have counts for
4 papers · 1 filter
Unpolarized Transverse-Momentum-Dependent Parton Distributions of the Nucleon from Lattice QCD
Lattice Parton Collaboration, Jin-Chen He, Min-Huan Chu +8
We present a first lattice QCD calculation of the unpolarized nucleon's isovector transverse-momentum-dependent parton distribution functions (TMDPDFs), which are essential to pred…
Towards Theoretically Inspired Neural Initialization Optimization
Yibo Yang, Hong Wang, Haobo Yuan +1
Automated machine learning has been widely explored to reduce human efforts in designing neural architectures and looking for proper hyperparameters. In the domain of neural initia…
Muon g-2 with overlap valence fermions
Gen Wang, Terrence Draper, Keh-Fei Liu +1
We present a lattice calculation of the leading order (LO) hadronic vacuum polarization (HVP) contribution to the muon anomalous magnetic moment for the connected light and strange…
Scalable Uncertainty Quantification for Deep Operator Networks using Randomized Priors
Yibo Yang, Georgios Kissas, Paris Perdikaris
We present a simple and effective approach for posterior uncertainty quantification in deep operator networks (DeepONets); an emerging paradigm for supervised learning in function…