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Topic: Cryospheric studies and observations ×Clear all

2 claims from 1 paper

1. Earth and Planetary Sciences › Cryospheric studies and observations

   A Variational LSTM Emulator of Sea Level Contribution From the Antarctic Ice Sheet

   Van Katwyk, Fox‐Kemper, Seroussi, Nowicki and Bergen · Journal of Advances in Modeling Earth Systems · 2023

   Unchecked2 claims
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   1. Unchecked“The NN predicts more accurately on single projections, with a mean absolute error of 0.46 mm Sea Level Equivalent (SLE) versus 0.73 mm SLE for the GP, and has more accurate uncertainty estimates.”
   2. Unchecked“The NN emulator also better approximates the ensemble distribution of ISMIP6 model projections, with a Kullback‐Leibler divergence of 18.26 versus 199.14 for GP at the projection year 2100.”