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使用基于超声超表面的模拟计算系统求解常微分方程和偏微分方程。

Solving ordinary and partial differential equations using an analog computing system based on ultrasonic metasurfaces.

作者信息

Uy Robert Frederik, Bui Viet Phuong

机构信息

Hwa Chong Institution, 661 Bukit Timah Road, Singapore, 269734, Singapore.

Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), 1 Fusionopolis Way, #16-16 Connexis, Singapore, 138632, Republic of Singapore.

出版信息

Sci Rep. 2023 Aug 18;13(1):13471. doi: 10.1038/s41598-023-38718-1.

Abstract

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.

摘要

基于波的模拟计算最近作为一种有前途的计算范式出现,因为它具有高计算效率和最小串扰的潜力。尽管存在低频声学模拟计算系统,但其庞大的尺寸使其难以集成到与互补金属氧化物半导体(CMOS)兼容的芯片中。本研究论文通过引入一种紧凑的模拟计算系统(ACS)来解决这个问题,该系统利用超声波与超表面之间的相互作用来求解常微分方程和偏微分方程。我们使用MATLAB进行的波传播模拟结果表明,ACS在求解此类微分方程方面具有很高的准确性。我们提出的设备有潜力提升基于波的模拟计算系统作为未来超级计算机的前景。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/bae9/10439223/4062c1cf1fb9/41598_2023_38718_Fig1_HTML.jpg

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