Data · dataset · 2022
Simultaneous wavefront sensing of multiple beams using neural networks
Listed in ScienceDB
This work proposes and implements a method for simultaneous wavefront sensing of multiple beams using neural networks, which is intended to be used in the petawatt-level coherent beam combination laser systems.
Description
Data "figure01.jpg" describes the configuration and the beam distributions of the measurement system. Data "figure02.jpg" describes the data flow of this work.
Data "figure03.jpg" shows the structure of the neural networks and the training process. Data "figure04.jpg" and "figure05.jpg" show the performance of the trained neural networks. Data "figure06.jpg" shows the performance of the network in correcting the wavefront aberrations of four-beam laser system.
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As a comparison, Data "figure07.jpg" shows the performance of traditional SPGD method.
Links
Where it is published
- DOI doi.org/10.57760/sciencedb.06728 ↗
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.06728 | 7 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 | 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 |