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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

Author

Jacob Rollins

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Aug 2026

Machine Learning Based Switch-Mode DC-DC Buck Converter Power Supply

This paper investigates the use of machine learning to estimate the duty cycle of a pulse-width modulated (PWM) signal based on a set of inputs. A switch-mode DC-DC buck converter power supply was used to generate the inputs to the algorithm. Replacing traditional controllers such as proportional-integral (PI) controll...

Luke Moisan, Jacob Rollins, K. Rahnamai · 0 citations

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