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Dataset for 'Physics-Informed Neural Networks for Passive Scalar Emission and Transport'

Dataset for 'Physics-Informed Neural Networks for Passive Scalar Emission and Transport'
Dataset for 'Physics-Informed Neural Networks for Passive Scalar Emission and Transport'
Training data, Python code used to train all models and the models themselves used for the results in the respective article.
University of Southampton
Rawden, Joshua Ian
c55b31ff-a5bc-481f-b660-5ab7d9f2c077
Vanderwel, Christina
fbc030f0-1822-4c3f-8e90-87f3cd8372bb
Symon, Sean
2e1580c3-ba27-46e8-9736-531099f3d850
Rawden, Joshua Ian
c55b31ff-a5bc-481f-b660-5ab7d9f2c077
Vanderwel, Christina
fbc030f0-1822-4c3f-8e90-87f3cd8372bb
Symon, Sean
2e1580c3-ba27-46e8-9736-531099f3d850

Rawden, Joshua Ian (2026) Dataset for 'Physics-Informed Neural Networks for Passive Scalar Emission and Transport'. University of Southampton doi:10.5258/SOTON/D3810 [Dataset]

Record type: Dataset

Abstract

Training data, Python code used to train all models and the models themselves used for the results in the respective article.

Text
README.txt - Text
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Archive
CroppedDomainModels.zip - Dataset
Available under License Creative Commons Attribution.
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Archive
CodeAndData.zip - Dataset
Available under License Creative Commons Attribution.
Download (145MB)
Archive
FullDomainModels.zip - Dataset
Available under License Creative Commons Attribution.
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More information

Published date: 18 January 2026
Related URLs:

Identifiers

Local EPrints ID: 509241
URI: http://eprints.soton.ac.uk/id/eprint/509241
DOI: doi:10.5258/SOTON/D3810
PURE UUID: 940615a3-ad86-4d29-a0ab-265a9a25240a
ORCID for Joshua Ian Rawden: ORCID iD orcid.org/0009-0002-2755-4452
ORCID for Christina Vanderwel: ORCID iD orcid.org/0000-0002-5114-8377

Catalogue record

Date deposited: 13 Feb 2026 18:04
Last modified: 14 Feb 2026 03:16

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Contributors

Creator: Joshua Ian Rawden ORCID iD
Research team head: Christina Vanderwel ORCID iD
Research team head: Sean Symon

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