Checking for non-preferred file/folder path names (may take a long time depending on the number of files/folders) ...
This resource contains some files/folders that have non-preferred characters in their name. Show non-conforming files/folders.
This resource contains content types with files that need to be updated to match with metadata changes. Show content type files that need updating.
| Authors: |
|
|
|---|---|---|
| Owners: |
|
This resource does not have an owner who is an active HydroShare user. Contact CUAHSI (help@cuahsi.org) for information on this resource. |
| Type: | Resource | |
| Storage: | The size of this resource is 910.7 KB | |
| Created: | Jul 09, 2025 at 4:33 p.m. (UTC) | |
| Last updated: | Oct 23, 2025 at 6:46 a.m. (UTC) | |
| Citation: | See how to cite this resource |
| Sharing Status: | Public |
|---|---|
| Views: | 10 |
| Downloads: | 0 |
| +1 Votes: | Be the first one to this. |
| Comments: | No comments (yet) |
Abstract
This study deals with data-driven models that can estimate the breach discharge and approach depth for levee breach flows. The ML models are trained from the data sourced from the validated 2D numerical models. The MLP model uses limited features to estimate the breach discharge non-dimensionalized as a ratio of breach discharge to the inflow discharge. The MLP models are validated with 15 different experimental observations. The results show that the MLP models can estimate the breach discharge with high accuracy.
Subject Keywords
Content
How to Cite
This resource is shared under the Creative Commons Attribution CC BY.
http://creativecommons.org/licenses/by/4.0/
Comments
There are currently no comments
New Comment