A deep learning approach for designed diffraction-based acoustic patterning in microchannels

[1]  Jongyoon Han,et al.  Massively Multiplexed Submicron Particle Patterning in Acoustically Driven Oscillating Nanocavities. , 2020, Small.

[2]  Y. Ai,et al.  Slowness curve surface acoustic wave transducers for optimized acoustic streaming , 2020, RSC advances.

[3]  A. Neild,et al.  Acoustic fields and microfluidic patterning around embedded micro-structures subject to surface acoustic waves. , 2019, Soft matter.

[4]  Feng Li,et al.  Generating arbitrary photoacoustic fields with a spatial light modulator. , 2019, Optics letters.

[5]  David Eng,et al.  OffsetNet: Deep Learning for Localization in the Lung using Rendered Images , 2018, 2019 International Conference on Robotics and Automation (ICRA).

[6]  Bruce W. Drinkwater,et al.  Holographic acoustic tweezers , 2018, Proceedings of the National Academy of Sciences.

[7]  Y. Ai,et al.  A rapid and meshless analytical model of acoustofluidic pressure fields for waveguide design. , 2018, Biomicrofluidics.

[8]  A. Neild,et al.  Self-Aligned Acoustofluidic Particle Focusing and Patterning in Microfluidic Channels from Channel-Based Acoustic Waveguides. , 2018, Physical review letters.

[9]  Jin Ho Jung,et al.  Microfluidic flow switching via localized acoustic streaming controlled by surface acoustic waves , 2018, RSC advances.

[10]  W. L. Ung,et al.  Enhanced surface acoustic wave cell sorting by 3D microfluidic-chip design. , 2017, Lab on a chip.

[11]  David J Collins,et al.  Fluorescence activated cell sorting via a focused traveling surface acoustic beam. , 2017, Lab on a chip.

[12]  Christian Cierpka,et al.  3D measurement and simulation of surface acoustic wave driven fluid motion: a comparison. , 2017, Lab on a chip.

[13]  Jongyoon Han,et al.  Selective particle and cell capture in a continuous flow using micro-vortex acoustic streaming. , 2017, Lab on a chip.

[14]  H. Bruus,et al.  Three-Dimensional Numerical Modeling of Acoustic Trapping in Glass Capillaries , 2017, 1704.04300.

[15]  A. Neild,et al.  Huygens-Fresnel Acoustic Interference and the Development of Robust Time-Averaged Patterns from Traveling Surface Acoustic Waves. , 2017, Physical Review Letters.

[16]  James Friend,et al.  Cell agglomeration in the wells of a 24-well plate using acoustic streaming. , 2017, Lab on a chip.

[17]  Michael Baudoin,et al.  Selective Manipulation of Microscopic Particles with Precursor Swirling Rayleigh Waves , 2017 .

[18]  Deok‐Ho Kim,et al.  Dynamically Tunable Cell Culture Platforms for Tissue Engineering and Mechanobiology. , 2017, Progress in polymer science.

[19]  Jin Ho Jung,et al.  Particle Separation inside a Sessile Droplet with Variable Contact Angle Using Surface Acoustic Waves. , 2017, Analytical chemistry.

[20]  Tuncay Alan,et al.  The importance of travelling wave components in standing surface acoustic wave (SSAW) systems. , 2016, Lab on a chip.

[21]  Peer Fischer,et al.  Holograms for acoustics , 2016, Nature.

[22]  Ashwin A. Seshia,et al.  Single cell studies of mouse embryonic stem cell (mESC) differentiation by electrical impedance measurements in a microfluidic device , 2016, Biosensors & bioelectronics.

[23]  A. Neild,et al.  Acoustic tweezers via sub–time-of-flight regime surface acoustic waves , 2016, Science Advances.

[24]  J. Kleman,et al.  A simple acoustofluidic chip for microscale manipulation using evanescent Scholte waves. , 2016, Lab on a chip.

[25]  A. Wixforth,et al.  Acoustotaxis -in vitro stimulation in a wound healing assay employing surface acoustic waves. , 2016, Biomaterials science.

[26]  Amir Shamloo,et al.  Numerical simulation of centrifugal serpentine micromixers and analyzing mixing quality parameters , 2016 .

[27]  Adrian Neild,et al.  Highly focused high-frequency travelling surface acoustic waves (SAW) for rapid single-particle sorting. , 2016, Lab on a chip.

[28]  Sebastian Risi,et al.  Creative Generation of 3D Objects with Deep Learning and Innovation Engines , 2016, ICCC.

[29]  Baiyang Ren,et al.  Reusable acoustic tweezers for disposable devices. , 2015, Lab on a chip.

[30]  David J. Collins,et al.  Two-dimensional single-cell patterning with one cell per well driven by surface acoustic waves , 2015, Nature Communications.

[31]  Sriram Subramanian,et al.  Holographic acoustic elements for manipulation of levitated objects , 2015, Nature Communications.

[32]  J. Reboud,et al.  Acoustic suppression of the coffee-ring effect. , 2015, Soft matter.

[33]  Tianqi Chen,et al.  Empirical Evaluation of Rectified Activations in Convolutional Network , 2015, ArXiv.

[34]  Péter Fürjes,et al.  Optimized Simulation and Validation of Particle Advection in Asymmetric Staggered Herringbone Type Micromixers , 2014, Micromachines.

[35]  Leslie Y Yeo,et al.  Frequency effects on the scale and behavior of acoustic streaming. , 2014, Physical review. E, Statistical, nonlinear, and soft matter physics.

[36]  S. Takayama,et al.  Opportunities and challenges for use of tumor spheroids as models to test drug delivery and efficacy. , 2012, Journal of controlled release : official journal of the Controlled Release Society.

[37]  Henrik Bruus,et al.  A numerical study of microparticle acoustophoresis driven by acoustic radiation forces and streaming-induced drag forces. , 2012, Lab on a chip.

[38]  Menake E Piyasena,et al.  Multinode acoustic focusing for parallel flow cytometry. , 2012, Analytical chemistry.

[39]  Henrik Bruus,et al.  Acoustofluidics 7: The acoustic radiation force on small particles. , 2012, Lab on a chip.

[40]  H. Bruus,et al.  Forces acting on a small particle in an acoustical field in a viscous fluid. , 2011, Physical review. E, Statistical, nonlinear, and soft matter physics.

[41]  Fabien Guillemot,et al.  Cell patterning technologies for organotypic tissue fabrication. , 2011, Trends in biotechnology.

[42]  T. Huang,et al.  Continuous particle separation in a microfluidic channel via standing surface acoustic waves (SSAW). , 2009, Lab on a chip.

[43]  Alex Krizhevsky,et al.  Learning Multiple Layers of Features from Tiny Images , 2009 .

[44]  Thomas Laurell,et al.  Chip integrated strategies for acoustic separation and manipulation of cells and particles. , 2007, Chemical Society reviews.

[45]  Adrian Neild,et al.  Design, modeling and characterization of microfluidic devices for ultrasonic manipulation , 2007 .

[46]  Jamshid Ghaboussi,et al.  Neural network constitutive model for rate-dependent materials , 2006 .

[47]  W S McCulloch,et al.  A logical calculus of the ideas immanent in nervous activity , 1990, The Philosophy of Artificial Intelligence.

[48]  Robert Hecht-Nielsen,et al.  Theory of the backpropagation neural network , 1989, International 1989 Joint Conference on Neural Networks.

[49]  Paul L. Butzer,et al.  Fourier analysis and approximation , 1971 .

[50]  L. Gor’kov,et al.  On the forces acting on a small particle in an acoustical field in an ideal fluid , 1962 .

[51]  H. Johnson,et al.  A comparison of 'traditional' and multimedia information systems development practices , 2003, Inf. Softw. Technol..