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Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces
Wave-based analog computing has recently emerged as a promising computing paradigm due to its potential for high computational efficiency and minimal crosstalk. Although low-frequency acoustic analog computing systems exist, their bulky size makes it difficult to integrate them into chips that are c...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439223/ https://www.ncbi.nlm.nih.gov/pubmed/37596284 http://dx.doi.org/10.1038/s41598-023-38718-1 |
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author | Uy, Robert Frederik Bui, Viet Phuong |
author_facet | Uy, Robert Frederik Bui, Viet Phuong |
author_sort | Uy, Robert Frederik |
collection | PubMed |
description | Wave-based analog computing has recently emerged as a promising computing paradigm due to its potential for high computational efficiency and minimal crosstalk. Although low-frequency acoustic analog computing systems exist, their bulky size makes it difficult to integrate them into chips that are compatible with complementary metal-oxide semiconductors (CMOS). This research paper addresses this issue by introducing a compact analog computing system (ACS) that leverages the interactions between ultrasonic waves and metasurfaces to solve ordinary and partial differential equations. The results of our wave propagation simulations, conducted using MATLAB, demonstrate the high accuracy of the ACS in solving such differential equations. Our proposed device has the potential to enhance the prospects of wave-based analog computing systems as the supercomputers of tomorrow. |
format | Online Article Text |
id | pubmed-10439223 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-104392232023-08-20 Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces Uy, Robert Frederik Bui, Viet Phuong Sci Rep Article Wave-based analog computing has recently emerged as a promising computing paradigm due to its potential for high computational efficiency and minimal crosstalk. Although low-frequency acoustic analog computing systems exist, their bulky size makes it difficult to integrate them into chips that are compatible with complementary metal-oxide semiconductors (CMOS). This research paper addresses this issue by introducing a compact analog computing system (ACS) that leverages the interactions between ultrasonic waves and metasurfaces to solve ordinary and partial differential equations. The results of our wave propagation simulations, conducted using MATLAB, demonstrate the high accuracy of the ACS in solving such differential equations. Our proposed device has the potential to enhance the prospects of wave-based analog computing systems as the supercomputers of tomorrow. Nature Publishing Group UK 2023-08-18 /pmc/articles/PMC10439223/ /pubmed/37596284 http://dx.doi.org/10.1038/s41598-023-38718-1 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Uy, Robert Frederik Bui, Viet Phuong Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
title | Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
title_full | Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
title_fullStr | Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
title_full_unstemmed | Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
title_short | Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
title_sort | solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10439223/ https://www.ncbi.nlm.nih.gov/pubmed/37596284 http://dx.doi.org/10.1038/s41598-023-38718-1 |
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