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Description
This research focuses on presenting an intelligent model that can generate the desired geometry of a unit cell metasurface for a given resonant frequency at which we expect the metasurface structure to work. The model consists of the use of a multilayer perceptron and filters, which represent the output geometry of the unit cell as a 6 × 6 matrix stored in a binary state. The value 0 in the matrix denotes the dielectric substrate on which the geometry of the unit cell is built, and the value 1 denotes the blocks as the conducting parts of the unit cell metasurface. The proposed model was tested using simulation data. The test confirmed the effectiveness of the model, and it is possible to develop and apply it to larger and other datasets.
Dataset file
hexmd5(md5(part1)+md5(part2)+...)-{parts_count} where a single part of the file is 512 MB in size.Example script for calculation:
https://github.com/antespi/s3md5
File details
- License:
-
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CC BYAttribution
Details
- Year of publication:
- 2024
- Related location:
- Szczecin, województwo zachodniopomorskie, Polska (53° 25′ 29″ N, 14° 32′ 2″ E)
- Verification date:
- 2025-03-26
- Creation date:
- 2024
- Dataset language:
- English
- DOI:
- DOI ID 10.34808/nk89-5k65 open in new tab
- Funding:
- Verified by:
- West Pomeranian University of Technology in Szczecin
Keywords
References
- publication Proposal for an Artificial Neural Network Tool for the Process of Generating Metasurface Unit Cell Geometries
- project Investigation of electromagnetic properties of terahertz meta-surfaces tunable using multidirectional magnetic field
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