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Wednesday, October 16, 2024

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Meet the female academics
P521

Inviting all undergraduate students to come and hear some of our female academics talk about their career paths and research. Light refreshments served afterwards, with the opportunity to chat to some of the academics.

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Nick Hine and Albert Bartok-Partay (Wariwck): Nobel Prizes in Physics 2024. FOR FOUNDATIONAL DISCOVERIES AND INVENTIONS THAT ENABLE MACHINE LEARNING WITH ARTIFICIAL NEURAL NETWORKS

In this talk we will review the fundamental discoveries that led to the practical implementation and proliferation of artificial neural networks (ANNs). We will explore the relationship between physical model systems and ANNs and how cross-fertilisation between physics and computer science produced this highly influential method. Impactful applications of ANNs in various area of physics research will be presented, including quantum mechanics, materials science, astrophysics, particle physics and biomolecular modelling.

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