50 citations · 66 across the 10 of their papers we have counts for
11 papers
A Bayesian Framework for Extrapolative Emulation of Spatially Gridded Simulation Data
Kelly R. Moran, Ky Potter, Chris Danly +1
We propose a Bayesian emulator for extrapolating spatially gridded simulation output across resolution. The method treats each pixel as following a nonlinear resolution-response cu…
Moving Towards Automated Interstellar Boundary Explorer Data Selection with LOTUS
Madeline A. Stricklin, Lauren J. Beesley, Brian P. Weaver +5
The Interstellar Boundary Explorer (IBEX) satellite collects data on energetic neutral atoms (ENAs) that provide insight into the heliosphere, the region surrounding our solar syst…
Empirical Validation of a New Data Product from the Interstellar Boundary Explorer Satellite
Kelly R. Moran, Dave Osthus, Brian P. Weaver +4
Since 2008, the Interstellar Boundary Explorer (IBEX) satellite has been gathering data on heliospheric energetic neutral atoms (ENAs) while being exposed to various sources of bac…
Bayesian Learning of Gas Transport in Three-Dimensional Fracture Networks
Yingqi Shi, Donald J. Berry, John Kath +9
Modeling gas flow through fractures of subsurface rock is a particularly challenging problem because of the heterogeneous nature of the material. High-fidelity simulations using di…
Statistical methods for partitioning ribbon and globally-distributed flux using data from the Interstellar Boundary Explorer
Lauren J. Beesley, Dave Osthus, Kelly R. Moran +9
NASA's Interstellar Boundary Explorer (IBEX) satellite collects data on energetic neutral atoms (ENAs) that can provide insight into the heliosphere boundary between our solar syst…
Towards Improved Heliosphere Sky Map Estimation with Theseus
Dave Osthus, Brian P. Weaver, Lauren J. Beesley +5
The Interstellar Boundary Explorer (IBEX) satellite has been in orbit since 2008 and detects energy-resolved energetic neutral atoms (ENAs) originating from the heliosphere. Differ…
The Mira-Titan Universe IV. High Precision Power Spectrum Emulation
Kelly R. Moran, Katrin Heitmann, Earl Lawrence +6
Modern cosmological surveys are delivering datasets characterized by unprecedented quality and statistical completeness; this trend is expected to continue into the future as new g…
Fast increased fidelity approximate Gibbs samplers for Bayesian Gaussian process regression
Kelly R. Moran, Matthew W. Wheeler
The use of Gaussian processes (GPs) is supported by efficient sampling algorithms, a rich methodological literature, and strong theoretical grounding. However, due to their prohibi…
Bayesian joint modeling of chemical structure and dose response curves
Kelly R. Moran, David Dunson, Matthew W. Wheeler +1
Today there are approximately 85,000 chemicals regulated under the Toxic Substances Control Act, with around 2,000 new chemicals introduced each year. It is impossible to screen al…
Multiscale Influenza Forecasting
Dave Osthus, Kelly R Moran
Influenza forecasting in the United States (US) is complex and challenging for reasons including substantial spatial and temporal variability, nested geographic scales of forecast…
Deceptiveness of internet data for disease surveillance
Reid Priedhorsky, Dave Osthus, Ashlynn R. Daughton +2
Quantifying how many people are or will be sick, and where, is a critical ingredient in reducing the burden of disease because it helps the public health system plan and implement…