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Advancing the state of the art in measurements of sound, vibration, force, acceleration and velocity
; Machine Learning; Artificial Intelligence; AI; PINN; Sensor Networks; Sensor Fusion; Optomechanics; Interferometry; Frequency Comb; Photonics; Acoustics; Sound; Sensing; Optics; Bayesian; Statistics; Signal
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understanding of materials. For communications technology, the lack of acoustic data limits the design of acoustic filter technology. For pharmaceuticals and chemical manfucaturers, there are important relaxation
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learning with machine-controlled measurement tools for closed loop experiment design, execution, and analysis, where experiment design is guided by active learning, Bayesian optimization, and similar methods
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measurement and uncertainty. References Malavé, V. et al, Predictions of aerosol deposition in an impaction filter at measured breath flowrates from cannabis users, J. Breath Res., 2026, Submitted. Malavé, V
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properties such as electron-based spectroscopies, nanometer-scale imaging with energy filtering using a photoemission electron microscope (PEEM), and other optical measurements. Research is done in close
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elements with sub-wavelength periodicity (“high-contrast gratings”) as optomechanical elements. Such structures enable a rich variety of devices, including mirrors, polarizers, and filters in a configuration
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/NEMS) resonators are used in many critical applications including radio frequency (RF) filtering, timing, and physical sensing. This project investigates a broad range of topics related to the continued
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used in band-pass filters and tunable antennas are too electrically lossy for frequencies above 10 GHz. Hence, a successful Associate will address a three-part challenge: (1) to further our understanding
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elements (including lithographic antennas or silicon micromachined corrugated feedhorns), superconducting elements for coherent processing of the microwave signals before detection (including filters, Stokes
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contaminant remediation by oysters and other filter feeders in marine aquaculture; and determination of the impact of current-use pesticides on aquaculture animals and water. key words Aquaculture; Food