Overcoming challenges to sustainable heat using physics-informed machine learning

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• Javier Sandoval
• Thursday 02 May 2024, 13:10-14:00
• Richard King room, Darwin College.

If you have a question about this talk, please contact Dr Sandra Petrus-Reurer.

Heat pumps represent a sustainable heating technology that will play a crucial role in achieving Net Zero and decarbonisation goals in the UK. Increasing data availability from Building Management Systems and the rise of physics-based learning algorithms offer a solution to the problem of assessing the energy efficiency and maintenance requirements of an aging national heat pump fleet.

This talk is part of the Darwin College Science Seminars series.

This talk is included in these lists:

• AUB_Cambridge Seminars
• All Talks (aka the CURE list)
• Centre for Health Leadership and Enterprise
• Chris Davis' list
• Darwin College Research Talks
• Darwin College Science Seminars
• Darwin Lectures and Seminars
• Guy Emerson's list
• Interested Talks
• Neurons, Fake News, DNA and your iPhone: The Mathematics of Information
• Richard King room, Darwin College
• custom

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