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and subtractive machining. At the same time, additive materials are subject to extreme conditions that can include repeated thermal cycling both near and beyond the melting point and mechanical
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include deep generative modeling and reinforcement learning for automated systems testing. You will develop advanced algorithms for machine learning and signal processing, while working together with world
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designs. In addition to fabrication and characterization of these measurement tools, we also develop new readout schemes, signal and data processing, control systems, and biomimetic surfaces to improve
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, optical) can be employed in generating useful signals, but they all involve fundamental processes such as adsorption, diffusion, binding/hybridization, reaction, desorption, and charge transfer. Analytical
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Measurements that define the electrical properties of materials such as metals, foils, metallic paints, glass coatings, and silicon wafers are of increasing importance for silicon photovoltaic processing
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materials characterization techniques. We will develop on-wafer acoustic microfluidic devices. Necessary skills include finite element simulations, digital signal processing, fabrication, materials
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methods, and digital signal processing and network modeling. Other research topics are High-Tc superconductive Josephson junction array waveform synthesizers and compact cryogenic design for the development
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and signal-acquisition circuitry, and signal-processing/pattern-recognition algorithms. The sensors must be tailored for the particular nature of a given chemical or biochemical measurement problem by
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in various research activities related to computing and information technology. Specific areas of interest include intelligent medical devices; signal/data collection and processing from various
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separation, energy converting biological processes, and signal transduction. However, despite their obvious importance, atomic structures have been determined for only a few dozen of these proteins because