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Simulation-Based Inference of Surface Accumulation and Basal Melt Rates of an Antarctic Ice Shelf from Isochronal Layers

G Moss, V Višnjević, O Eisen, FM Oraschewski… - arXiv preprint arXiv …, 2023 - arxiv.org
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… We solve the inverse problem using simulation-based inference (SBI). SBI performs Bayesian inference by training neural networks on simulations of the forward model to …

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BibTeX

@misc{moss2023simulationbased,
title={Simulation-Based Inference of Surface Accumulation and Basal Melt Rates of an Antarctic Ice Shelf from Isochronal Layers},
author={Guy Moss and Vjeran Višnjević and Olaf Eisen and Falk M. Oraschewski and Cornelius Schröder and Jakob H. Macke and Reinhard Drews},
year={2023},
eprint={2312.02997},
archivePrefix={arXiv},
primaryClass={id='physics.ao-ph' full_name='Atmospheric and Oceanic Physics' is_active=True alt_name='ao-sci' in_archive='physics' is_general=False description='Atmospheric and oceanic physics and physical chemistry, biogeophysics, and climate science'}
}

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