34 citations · 36 across the 4 of their papers we have counts for
4 papers
Adaptive Spatial Sampling Design for Environmental Field Prediction using Low-Cost Sensing Technologies
Eun-Hye Yoo, Andrew Zammit-Mangion, Michael G. Chipeta
The last decade has seen an explosion in data sources available for the monitoring and prediction of environmental phenomena. While several inferential methods have been developed…
Mixture Modeling with Normalizing Flows for Spherical Density Estimation
Tin Lok James Ng, Andrew Zammit-Mangion
Normalizing flows are objects used for modeling complicated probability density functions, and have attracted considerable interest in recent years. Many flexible families of norma…
Emulation of greenhouse-gas sensitivities using variational autoencoders
Laura Cartwright, Andrew Zammit-Mangion, Nicholas M. Deutscher
Flux inversion is the process by which sources and sinks of a gas are identified from observations of gas mole fraction. The inversion often involves running a Lagrangian particle…
A Review of Bayesian Modelling in Glaciology
Giri Gopalan, Andrew Zammit-Mangion, Felicity McCormack
Bayesian methods for modelling and inference are being increasingly used in the cryospheric sciences, and glaciology in particular. Here, we present a review of recent works in gla…