Abstract: According to one embodiment, a method, computer system, and computer program product for gathering relevant digital content. The embodiment may include receiving, from an online meeting scheduler, information within an online meeting invite. The embodiment may include analyzing the information using natural language processing (NLP) and machine learning (ML) techniques. Based on results of the analysis of the received information, the embodiment may include locating additional digital content items of the user which are relevant to the information of the online meeting invite. The embodiment may include outputting, to a user, a top-k listing of the additional digital content items for attachment to the online meeting invite before being sent.

Abstract: A system to reduce surface bubbles from cell culture media using ultrasonic pulses is disclosed. The system includes a plurality of ultrasonic transducers, a photodetector, a camera, a control circuit, and a cell culture container that includes a cell culture media. The control circuit is communicatively coupled to the plurality of ultrasonic transducers, the temperature sensor, and the camera. The photodetector is used to determine a presence of a surface bubble on the cell culture media. The camera is used to determine a location of the surface bubble when the presence of the surface bubble is determined. The plurality of ultrasonic transducers is used to position an ultrasonic pulse at the location of the surface bubble and thereby reduce the presence of the surface bubble on the cell culture media when the location of the surface bubble is determined.