3 papers
cs.CV2024
Deep autoregressive modeling for land use land cover
Christopher Krapu, Mark Borsuk, Ryan Calder
Land use / land cover (LULC) modeling is a challenging task due to long-range dependencies between geographic features and distinct spatial patterns related to topography, ecology,…
stat.AP2023
Flexible hierarchical risk modeling for large insurance data via NumPyro
Christopher Krapu, Mark Borsuk
Data analysis and individual policy-level modeling for insurance involves handling large data sets with strong spatiotemporal correlations, non-Gaussian distributions, and complex…
stat.AP2023
Employing Gaussian process priors for studying spatial variation in the parameters of a cardiac action potential model
Alejandro Nieto Ramos, Christopher L. Krapu, Elizabeth M. Cherry +1
Cardiac cells exhibit variability in the shape and duration of their action potentials in space within a single individual. To create a mathematical model of cardiac action potenti…