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1.9.2 Nanoscope Cheminformatics – A Case Study for Device “Smartening”

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The Nanoscope example can also be considered as a case study for device “smartening,” whereby device state is tracked in terms of easily measured device characteristics, such as the ambient device “noise.” A familiar example of this would be the sound of your car engine. In essence, you could eventually have an artificial intelligence (AI) listening to the sound of your engine to similarly track state and issue warnings like an expert mechanic with that car, without the need for sensors, or to supplement sensors (reducing expense, providing secondary fail‐safe). Such an AI might even offer predictive fault detection.

Informatics and Machine Learning

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