Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Uy, Robert Frederik, Bui, Viet Phuong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
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
_version_ 1785092899859333120
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
work_keys_str_mv AT uyrobertfrederik solvingordinaryandpartialdifferentialequationsusingananalogcomputingsystembasedonultrasonicmetasurfaces
AT buivietphuong solvingordinaryandpartialdifferentialequationsusingananalogcomputingsystembasedonultrasonicmetasurfaces