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04/22/2021
Bayesian Numerical Methods for Nonlinear Partial Differential Equations
The numerical solution of differential equations can be formulated as an...
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12/08/2020
Bayesian Inference for Polycrystalline Materials
Polycrystalline materials, such as metals, are comprised of heterogeneou...
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11/24/2020
Elastic k-means clustering of functional data for posterior exploration, with an application to inference on acute respiratory infection dynamics
We propose a new method for clustering of functional data using a k-mean...
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12/11/2019
Bayesian Framework for Simultaneous Registration and Estimation of Noisy, Sparse and Fragmented Functional Data
In many applications, smooth processes generate data that is recorded un...
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10/13/2017