statistical physics
PulseAugur coverage of statistical physics — every cluster mentioning statistical physics across labs, papers, and developer communities, ranked by signal.
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New Boltzmann generators tackle amorphous materials in statistical physics
Researchers have developed a new type of Boltzmann generator specifically designed for amorphous materials, which are notoriously difficult to sample equilibrium states from due to their disordered structure. This novel…
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Siamese Neural Network predicts critical phenomena in 3D percolation models
Researchers have developed a novel Siamese Neural Network (SNN) designed for label-efficient prediction of critical phenomena in 3D percolation models. This framework accurately identifies phase transitions and critical…
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New physics model captures anticipatory agent behavior
A new statistical physics framework has been developed to model the dynamics of "anticipatory agents" that base their actions on anticipated future states, rather than just past or present conditions. This model, which …
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Deep learning training linked to statistical physics RG method
Researchers have established a theoretical link between deep learning training and statistical physics' renormalization group (RG) method. Their work demonstrates that for continuous data distributions within the expone…