Property Testing for Ocean Models. Can We Specify It? (Invited Talk)

I take inspiration from the property-testing literature, particularly the work of Prof. John Hughes [17], and explore how such ideas might be applied to numerical models of the ocean.Specifically, I ask whether geophysical fluid dynamics (GFD) theory, expressed as property tests, might be used to address the oracle problem of testing the correctness of ocean models.I propose that a number of simple idealized GFD problems can be framed as property tests.These examples clearly illustrate how physics naturally lends itself to specifying property tests.Which of these proposed tests might be most feasible and useful, remains to be seen.

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Publication Details

Journal
Electronic Proceedings in Theoretical Computer Science
Published
2025-10-14
DOI
https://doi.org/10.4204/eptcs.432.7
Primary Topic
Coastal and Marine Dynamics
Type
article
Field-Weighted Citation Impact
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article

Property Testing for Ocean Models. Can We Specify It? (Invited Talk)

Deepak Cherian
Electronic Proceedings in Theoretical Computer Science
Coastal and Marine Dynamics
article

Property Testing for Ocean Models. Can We Specify It? (Invited Talk)

Deepak Cherian
article en

Abstract

I take inspiration from the property-testing literature, particularly the work of Prof. John Hughes [17], and explore how such ideas might be applied to numerical models of the ocean.Specifically, I ask whether geophysical fluid dynamics (GFD) theory, expressed as property tests, might be used to address the oracle problem of testing the correctness of ocean models.I propose that a number of simple idealized GFD problems can be framed as property tests.These examples clearly illustrate how physics naturally lends itself to specifying property tests.Which of these proposed tests might be most feasible and useful, remains to be seen.

Electronic Proceedings in Theoretical Computer ScienceVol. 432
Openalex Percentile: Top 69%
Coastal and Marine Dynamics
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Property Testing for Ocean Models. Can We Specify It? (Invited Talk) — Deepak Cherian · Electronic Proceedings in Theoretical Computer Science (2025) | TGRS Research Map | TGRS