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Inferring subglacial topography using physics informed machine learning constrained by two conservation laws

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Published in:The Cryosphere (TC)
Format: Online Article RSS Article
Published: 2026
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container_title The Cryosphere (TC)
description
discipline_display Meteorology
discipline_facet Meteorology
format Online Article
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genre Journal Article
id rss_article:94278
institution FRELIP
journal_source_facet The Cryosphere (TC)
last_indexed 2026-06-21T03:36:28.348Z
publishDate 2026
publishDateSort 2026
record_format rss_article
spellingShingle Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
Meteorology
General
Meteorology
sub_discipline_display General
sub_discipline_facet General
subject_display Meteorology
General
Meteorology
subject_facet Meteorology
General
Meteorology
title Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
title_alt Inferencia de la topografía subglacial utilizando aprendizaje automático informado por la física restringido por dos leyes de conservación
Inférence de la topographie sous-glaciaire à l'aide de l'apprentissage automatique informé par la physique contraint par deux lois de conservation
Inferência da topografia subglacial usando aprendizado de máquina informado pela física restrito por duas leis de conservação
title_auth Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
title_es_txt Inferencia de la topografía subglacial utilizando aprendizaje automático informado por la física restringido por dos leyes de conservación
title_fr_txt Inférence de la topographie sous-glaciaire à l'aide de l'apprentissage automatique informé par la physique contraint par deux lois de conservation
title_full Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
title_fullStr Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
title_full_unstemmed Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
title_pt_txt Inferência da topografia subglacial usando aprendizado de máquina informado pela física restrito por duas leis de conservação
title_short Inferring subglacial topography using physics informed machine learning constrained by two conservation laws
title_sort inferring subglacial topography using physics informed machine learning constrained by two conservation laws
topic Meteorology
General
Meteorology
url https://doi.org/10.5194/tc-20-3533-2026