10 citations · 11 across the 4 of their papers we have counts for
5 papers
Emulator-Based Inference of Cosmological Subgrid Models
Nesar Ramachandra, Nicholas Frontiere, Michael Buehlmann +4
The formation of structure in the Universe at large scales is dominated by gravity, with baryonic physics becoming significant at scales. To capture the impact of b…
Bayesian Deep Gaussian Processes for Correlated Functional Data: A Case Study in Cosmological Matter Power Spectra
Stephen A. Walsh, Annie S. Booth, David Higdon +3
Understanding the structure of our universe and the distribution of matter is an area of active research. As cosmological surveys grow in complexity, the development of emulators t…
Bayesian "Deep" Process Convolutions: An Application in Cosmology
Kelly R. Moran, Richard Payne, Earl Lawrence +7
The nonlinear matter power spectrum in cosmology describes how matter density fluctuations vary with scale in the universe, providing critical insights into large-scale structure f…
Cosmic-Enu: An emulator for the non-linear neutrino power spectrum
Amol Upadhye, Juliana Kwan, Ian G. McCarthy +4
Cosmology is poised to measure the neutrino mass sum and has identified several smaller-scale observables sensitive to neutrinos, necessitating accurate predictions of neutri…
Bayesian Hierarchical Factor Regression Models to Infer Cause of Death From Verbal Autopsy Data
Kelly R. Moran, Elizabeth L. Turner, David Dunson +1
In low-resource settings where vital registration of death is not routine it is often of critical interest to determine and study the cause of death (COD) for individuals and the c…