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05/05/2023
Noise calibration for the stochastic rotating shallow water model
Stochastic partial differential equations have been used in a variety of...
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07/12/2022
Inverse medium scattering problems with Kalman filter techniques
We study the inverse medium scattering problem to reconstruct the unknow...
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06/15/2022
Particle Filtering and Gaussian Mixtures – On a Localized Mixture Coefficients Particle Filter (LMCPF) for global NWP
In a global numerical weather prediction (NWP) modeling framework we stu...
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12/30/2021
Bayesian Inference for Fluid Dynamics: A Case Study for the Stochastic Rotating Shallow Water Model
In this work, we use a tempering-based adaptive particle filter to infer...
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10/09/2020
Regularising linear inverse problems under unknown non-Gaussian white noise
We deal with the solution of a generic linear inverse problem in the Hil...
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07/27/2018