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dl4HM for bathymetry inversion


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Created: Mar 05, 2022 at 6:09 p.m.
Last updated: Jul 18, 2023 at 5:47 p.m.
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Sharing Status: Public
Views: 651
Downloads: 83
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Comments: 3 comments

Abstract

Code and data for the manuscript titled "Bathymetry Inversion using a Deep-Learning-Based Surrogate for Shallow Water Equations Solvers" by Xiaofeng Liu, Yalan Song, and Chaopeng Shen.

The code is a snapshot of the dl4HM repository for the purpose of satisfying the data availability requirement by journals. The latest version of d4HM can be found on GitHub: https://github.com/psu-efd/dl4HM

The bathymetry inversion cases are in "examples/bathymetry_inversion_2D". There are two cases. One is a simple rectangular channel and the other is a real-world case fro the Savana River, GA.

Subject Keywords

Coverage

Spatial

Coordinate System/Geographic Projection:
WGS 84 EPSG:4326
Coordinate Units:
Decimal degrees
Place/Area Name:
Savana
North Latitude
42.7083°
East Longitude
-72.7734°
South Latitude
30.3274°
West Longitude
-84.7266°

Temporal

Start Date:
End Date:

Content

How to Cite

Liu, X. (2023). dl4HM for bathymetry inversion, HydroShare, http://www.hydroshare.org/resource/357c3c413622460a91d29cc61d0ba084

This resource is shared under the Creative Commons Attribution CC BY.

http://creativecommons.org/licenses/by/4.0/
CC-BY

Comments

Pan Shengkai 1 year, 5 months ago

Hello, can you share this file twoD_bathymetry_data.npz with me?

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Xiaofeng Liu 12 months ago

The file twoD_bathymetry_data.npz has been added.

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