Complex AM-PU-GRU achieves 0.227 MeV interpolation and 0.179 MeV extrapolation RMSE on AME2016/AME2020 nuclear mass data, outperforming real-valued GRU and other ML models while remaining robust to WS4 and SEMF priors.
arXiv preprint arXiv:2503.19348 (2025)
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Product units in gated recurrent units improve nuclear-mass prediction
Complex AM-PU-GRU achieves 0.227 MeV interpolation and 0.179 MeV extrapolation RMSE on AME2016/AME2020 nuclear mass data, outperforming real-valued GRU and other ML models while remaining robust to WS4 and SEMF priors.