63 citations · 342 across the 19 of their papers we have counts for
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hep-ph2024★ 11 cited
A comparison of Bayesian sampling algorithms for high-dimensional particle physics and cosmology applications
Joshua Albert, Csaba Balazs, Andrew Fowlie +4
For several decades now, Bayesian inference techniques have been applied to theories of particle physics, cosmology and astrophysics to obtain the probability density functions of…
hep-ph2023★ 1 cited
Accelerating Markov Chain Monte Carlo sampling with diffusion models
N. T. Hunt-Smith, W. Melnitchouk, F. Ringer +3
Global fits of physics models require efficient methods for exploring high-dimensional and/or multimodal posterior functions. We introduce a novel method for accelerating Markov Ch…
hep-ph1992★ 63 cited
Contribution of Long Wavelength Gravitational Waves to the CMB Anisotropy
Martin White
We present an in depth discussion of the production of gravitational waves from an inflationary phase that could have occurred in the early universe, giving derivations for the res…