Data · dataset · 2023
Performance of three solvers(WDL-PDE,R-WDL-PDE and DRNN-WS-PDE ) on Allen-Cahn equation
Listed in ScienceDB
These data (that is, the solution, the loss，the CPU time and their respective standard deviations) describe the performances of three solvers, i.e., WDL-PDE, R-WDL-PDE and DRNN-WS-PDE, on Allen-Cahn equation.
Description
The run times is set to 100. All experiments are carried out independently.
Numerical results output from three solvers are listed.To ensure good comparability, the number of logic operation neural units contained in DRNN-WS-PDE solver and WDL-PDE solver are kept the same; and the same random seed is used to generate the path in experiments. Besides, all experiments are conducted on the same platform, i.e., Google colab equipped with 12.7 GBP virtual memory (RAM) and Python 3.8’s TensorFlow 2.11.0 library.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.07621 ↗
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
Provenance · 1 source records, 10 field assertions
| Source | Key | Last seen | Raw |
|---|---|---|---|
| ScienceDB | 10.57760/sciencedb.07621 | 12 d ago | JSON v1 |
| Field | Assertion | Extractor | Evidence |
|---|---|---|---|
| access_level | source · scidb cn | connector:scidb_cn@1.0.0 | |
| 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 | |
| description | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/description |
| license_text | source · scidb cn | connector:scidb_cn@1.0.0 | |
| publication_date | source · scidb cn | connector:scidb_cn@1.0.0 | |
| title | source · scidb cn | connector:scidb_cn@1.0.0 | /metadata/dc/title |