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Integrating Artificial Intelligence With Droplet‐Based Microfluidics: Advances, Challenges, and Emerging Opportunities

open access: yesAdvanced Intelligent Systems, EarlyView.
Droplet‐based microfluidics enables precise, high‐throughput microscale reactions but continues to face challenges in scalability, reproducibility, and data complexity. This review examines how artificial intelligence enhances droplet generation, detection, sorting, and adaptive control and discusses emerging opportunities for clinical and industrial ...
Junyan Lai   +10 more
wiley   +1 more source

Coherent optical coupling to surface acoustic wave devices. [PDF]

open access: yesNat Commun
Iyer A   +4 more
europepmc   +1 more source
Some of the next articles are maybe not open access.

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Acoustic wave microsensors

Analytical Chemistry, 1993
Acoustic wave microsensors are being used for broader applications in chemical sensing and interfacial studies as more devices are invented and new sensor response mechanisms are elucidated. This report compares and contrasts the more commonly used acoustic wave devices and provide a current description of the physical origins of observed sensor ...
Jay W. Grate   +2 more
openaire   +1 more source

Surface acoustic wave resonators

European Transactions on Telecommunications, 1991
AbstractSurface Acoustic Wave (SAW) resonators are implemented by creating a planar resonant cavity, delimited by two distributed, rather than concentrated, mirrors, consisting of arrays of reflecting metal strips. SAW resonators permit to achieve higher frequencies than their bulk‐wave acoustic counterparts with comparable spectral purity and very ...
G. AVITABILE   +3 more
openaire   +1 more source

Solitary surface acoustic waves

Physical Review E, 2004
Solitary acoustic pulses can propagate along the surface of a coated homogeneous and inhomogeneous medium. It is shown how these nonlinear surface acoustic waves evolve out of initial pulselike conditions generated by pulsed laser excitation and how they can be monitored by optical detection. The solitary pulse shapes at the surface are computed on the
C, Eckl   +4 more
openaire   +2 more sources

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