papers
Publications (9)
math.PR2011
Kalman filtering and smoothing for linear wave equations with model error
Wonjung Lee, Damon McDougall, Andrew Stuart
stat.CO2014
Sequential Monte Carlo Methods for Bayesian Elliptic Inverse Problems
Alex Beskos, Ajay Jasra, Ege Muzaffer +1
q-bio.QM2017
Offline and online data assimilation for real-time blood glucose forecasting in type 2 diabetes
Matthew E Levine, George Hripcsak, Lena Mamykina +2
math.PR2014
Kullback-Leibler Approximation for Probability Measures on Infinite Dimensional Spaces
Frank Pinski, Gideon Simpson, Andrew Stuart +1
stat.ML2017
Earth System Modeling 2.0: A Blueprint for Models That Learn From Observations and Targeted High-Resolution Simulations
Tapio Schneider, Shiwei Lan, Andrew Stuart +1
math.PR2015
Derivation and Analysis of Simplified Filters for Complex Dynamical Systems
Wonjung Lee, Andrew Stuart
math.ST2011
Besov priors for Bayesian inverse problems
Masoumeh Dashti, Stephen Harris, Andrew Stuart
stat.ME2015
Probability Measures for Numerical Solutions of Differential Equations
Patrick R. Conrad, Mark Girolami, Simo Särkkä +2
math.PR2009
Optimal scalings for local Metropolis--Hastings chains on nonproduct targets in high dimensions
Alexandros Beskos, Gareth Roberts, Andrew Stuart