Published September 10, 2025
| Version 1.0
Dataset
Open
Source code and dataset for research article "Earthquake rupture dynamics from Graph Neural Networks"
Authors/Creators
- 1. University of Texas at Austin
- 2. The University of Texas at Austin
Description
The repositories contain the version of open-source software, models, datasets, and processing scripts to train, rollout, and analyze the Graph Network-based Simulators for earthquake dynamic ruptures.
For details, please refer to the README.md for functions and descriptions of each subfolder and files under. For M3.train.valid.test.zip, due to its large size, we split it into 5 parts.
Files
EQGNS-main.zip
Files
(10.4 GB)
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md5:9fadb8c10db961696a2e99d4e77ddb2a
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14.9 MB | Preview Download |
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md5:1903403cad8dc6a0b0dbaf5ac84f2817
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8.2 MB | Preview Download |
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md5:203ff26430e71003d8c985587480816d
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19.2 MB | Preview Download |
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md5:e44ef0c1b2e988a48ff4de8575238761
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2.7 MB | Preview Download |
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md5:6d3869fd95a9087eb5bc134bcad995fc
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359.8 MB | Preview Download |
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md5:770a03efa221ca46d3743fb452450c0a
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620.0 MB | Preview Download |
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md5:f48879dab086d45fa6add562775931fe
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1.6 GB | Preview Download |
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md5:9234f8a0b92396dd3517e62870c422ad
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1.6 GB | Preview Download |
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md5:98c19867a48768f4c7bf3e91095a5f70
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701.1 MB | Preview Download |
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md5:8ae11b575af0fcca23f7a0f991e5b53e
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1.1 GB | Download |
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md5:61f0fe686da64c4340912ed4352937a2
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1.1 GB | Download |
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md5:63cb4a881e17dd6f57540adffdbfea03
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1.1 GB | Download |
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md5:7271dd24489dc1379371f5699a0c8556
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1.1 GB | Download |
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md5:5ba0a2f8418995d6e9813d72f3c8af6f
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1.1 GB | Download |
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md5:542da7bcb32e05f79adb5c781dcbdc52
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4.9 kB | Preview Download |
Additional details
Funding
- U.S. National Science Foundation
- EAR-2121666
- Southern California Earthquake Center
- Controbition No. 14197
Dates
- Submitted
-
2025-09-10
Software
- Repository URL
- https://github.com/dunyuliu/EQGNS.git
- Programming language
- Python , Fortran , JSON