Papers

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
Physics paper physics.ao-ph Suggest

… 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 …

Link to paper

BibTeX

@misc{moss2023simulationbasedinferencesurfaceaccumulation,
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={physics.ao-ph},
url={https//arxiv.org/abs/2312.02997},
}

Share