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acoustic correlation of electron-positron annihilation 1deep learning reconstruction 1fermi surface tomography 1inverse problem 1synthetic data generation 1

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20242026
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math.DS2026

When is a System Discoverable from Data? Discovery Requires Chaos

Zakhar Shumaylov, Peter Zaika, Philipp Scholl +3

The deep learning revolution has spurred a rise in advances of using AI in sciences. Within physical sciences the main focus has been on discovery of dynamical systems from observa…