lattice field theory
PulseAugur coverage of lattice field theory — every cluster mentioning lattice field theory across labs, papers, and developer communities, ranked by signal.
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Diffusion models advance with new architectures and training methods · 10 sources tracked
Researchers are exploring advanced diffusion models across various domains, including tri-modal generation for text, images, and audio by Apple, and data-free training methods for lattice field theories using diffusion …
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New ensemble sampling methods promise improved efficiency and accuracy in ML research
Two new research papers propose novel ensemble sampling techniques to improve the efficiency and accuracy of model exploration in machine learning. The first paper, "Linear Ensemble Sampling with Smaller Ensembles," int…
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New diffusion models enhance lattice field theory simulations
Researchers have developed group-equivariant diffusion models designed to improve sampling efficiency in lattice quantum field theory (LQFT) simulations. These models are specifically engineered to be equivariant to var…