Why are all drums round? This can be regarded as one of the earliest motivating questions in spectral geometry. AI tools offer a completely new approach to this area of mathematical science. What if we could learn the spectrum — or more broadly, any differential or variational quantity — directly from the geometry? 

Registrations close 22nd March 2026.

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