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James Hipperson

Cohort 1 of the EPSRC Sustainable Sound Futures CDT gathered for a group photo indoors around a large anatomical ear model used for sound and hearing research.

Physics-informed Machine Learning for Acoustic Simulations

Project outline Numerical methods for acoustic simulations are well established, but scale poorly to high frequencies and large domains. Important applications include simulation of outdoor noise propagation and room acoustics. Physics-informed machine learning is a new and rapidly developing field that has shown promising early results in other physical sciences, and offers significant potential for […]