Statistical physics and message passing inference represent two interwoven strands of modern quantitative research. While statistical physics examines how macroscopic phenomena emerge from the ...
How a subfield of physics led to breakthroughs in AI – and from there to this year’s Nobel Prize
John J. Hopfield and Geoffrey E. Hinton received the Nobel Prize in physics on Oct. 8, 2024, for their research on machine learning algorithms and neural networks that help computers learn. Their work ...
John Hopfield and Geoffrey Hinton were awarded the 2024 Nobel Prize in physics on Tuesday for their contributions to machine learning. Their research, which draws from statistical physics, helped ...
Non-extensive statistical physics (NESP) provides a robust framework for characterising the complex, scale-invariant behaviour of seismic events. Extending beyond classical Boltzmann–Gibbs theory, ...
In the everyday world, governed by classical physics, the concept of equilibrium reigns. If you put a drop of ink into water, ...
Duke Quantum Center researchers use a neutral-atom platform to simulate unusual localization effects that could underpin robust quantum information storage.
The field of particle physics is approaching a critical horizon defined by challenges including unprecedented data volumes and detector complexity. Upcoming ...
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