Data · dataset · 2026
Evaluation of Water Jet Soil-Breaking Effect Based on ALE Simulation and Bayesian Network
Listed in ScienceDB
This dataset contains all processed supporting data for water jet soil-breaking simulation and Bayesian network prediction analysis.
Description
Numerical data are generated via LS-DYNA with ALE coupling, MAT_FHWA_SOIL soil constitutive model and MAT_ADD_EROSION pressure erosion failure criterion. Simulations adopt clayey sand geotechnical parameters with a 200 kPa element erosion pressure threshold, covering multiple jet dynamic pressure working conditions.
The dataset includes tabular simulation output results, Bayesian network sample datasets, and model prediction error comparison data. All tables clearly define row/column headers with uniform pressure unit kPa, and no missing or abnormal data exists. File formats are CSV and standard TXT with small storage size, which can be opened directly by Excel and common text editors.
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These data can fully reproduce the finite element erosion simulation process and the Bayesian prediction accuracy verification presented in the corresponding journal manuscript.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.41860 ↗
DOI / persistent id · from scidb cn
Catalogue records · 1
- OAI-PMH record scidb.cn/oai?verb=GetRecord&metadataPrefix=oai_dc&identifier=10.57760%2… ↗
metadata API · from scidb cn
Topics
- From keywords
- Earth & Environmental Science · Engineering · Humanities · Life Sciences · Social Science
- Inferred from text
- Geoinformatics 72% · Simulation 75% · Tabular 75% · Text 75%
Provenance · 1 source records, 14 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.41860 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].anzsrc:group:3704 | enrichment · scidb cn | taxonomy-embedding@1.0.0 | title+keywords+description (72%) |
| concepts[field].local:field:earth-environmental | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:engineering | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:humanities | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:life-sciences | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[field].local:field:social-science | mapping · scidb cn | connector:scidb_cn@1.0.0 | |
| concepts[method].local:method:simulation | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:tabular | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| concepts[modality].local:modality:text | enrichment · scidb cn | keyword-concept-rules@1.0.0 | title+description (75%) |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/rights |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |