A Python library for solving ice sheet modeling problems using physics-informed neural networks, PINNICLE v1.0

<p>Predicting the future contributions of the ice sheets to sea-level rise remains a significant challenge due to our limited understanding of key physical processes (e.g., basal friction, ice rheology) and the lack of observations of critical model inputs (e.g., bed topography). Traditional n...

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Bibliographic Details
Main Authors: G. Cheng, M. Krishna, M. Morlighem
Format: Article
Language:English
Published: Copernicus Publications 2025-08-01
Series:Geoscientific Model Development
Online Access:https://gmd.copernicus.org/articles/18/5311/2025/gmd-18-5311-2025.pdf
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