Biomechanical Sensing Using Gas Bubbles Oscillations in Liquids and Adjacent Technologies: Theory and Practical Applications
Abstract
:1. Introduction and Motivation
2. Physics of Acoustically Driven Bubble Oscillations
2.1. Acoustically Driven Oscillations of a Single Bubble in Unbounded Liquid
Extensions of Rayleigh-Plesset Equation
2.2. Single Bubble Oscillating near a Boundary
2.2.1. Bubble Oscillating near a Solid Wall
2.2.2. Bubble Oscillating near an Elastic Wall
2.3. Interaction of Oscillating Bubbles in a Bubble Cluster
3. Determining Mechanical Properties of Cells, Bacteria and Biological Yissues
3.1. Brillouin Light Scattering Spectroscopy
3.2. Scanning Acoustic Microscopy
3.3. Deformation of Cells and Bacteria
3.3.1. Mechanical Resonance Properties of Cells And Bacteria
3.3.2. Deformation of Cells and Bacteria by Bubbles
4. Acoustic Frequency Combs
4.1. Physical Principles of Operation of Bubble-Based Acoustic Frequency Combs
4.2. Spectrally Wide Acoustic Frequency Combs
4.3. Application of Bubble-Based AFCs in Biosensing
5. Applications of Gas Bubbles in Photoacoustic and Acousto-Optical Biosensors
Acousto-Optical Sensors Using Bubbles
6. Gas Bubble Sensors and Artificial Intelligence Algorithms
7. Bubble Generation
8. Conclusions and Outlook
Funding
Conflicts of Interest
Abbreviations
atomic force microscopy | AFM |
acoustic frequency comb | AFC |
artificial intelligence | AI |
blood-brain barrier | BBB |
Brillouin light scattering | BLS |
in vitro fertilisation | IVF |
Keller-Miksis | KM |
mean squared error | MSE |
machine learning | ML |
optical frequency comb | OFC |
partial differential equation | PDE |
physics-informed neural network | PINN |
Rayleigh-Plesset | RP |
scanning acoustic microscopy | SAM |
signal-to-noise | SNR |
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Maksymov, I.S.; Huy Nguyen, B.Q.; Suslov, S.A. Biomechanical Sensing Using Gas Bubbles Oscillations in Liquids and Adjacent Technologies: Theory and Practical Applications. Biosensors 2022, 12, 624. https://doi.org/10.3390/bios12080624
Maksymov IS, Huy Nguyen BQ, Suslov SA. Biomechanical Sensing Using Gas Bubbles Oscillations in Liquids and Adjacent Technologies: Theory and Practical Applications. Biosensors. 2022; 12(8):624. https://doi.org/10.3390/bios12080624
Chicago/Turabian StyleMaksymov, Ivan S., Bui Quoc Huy Nguyen, and Sergey A. Suslov. 2022. "Biomechanical Sensing Using Gas Bubbles Oscillations in Liquids and Adjacent Technologies: Theory and Practical Applications" Biosensors 12, no. 8: 624. https://doi.org/10.3390/bios12080624