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03/28/2023
Hessian-informed Hamiltonian Monte Carlo for high-dimensional problems
We investigate the effect of using local and non-local second derivative...
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02/06/2023
High-dimensional Nonlinear Bayesian Inference of Poroelastic Fields from Pressure Data
We investigate solution methods for large-scale inverse problems governe...
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06/09/2021
Optimal Inspection of Network Systems via Value of Information Analysis
This paper develops computable metrics to assign priorities for informat...
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06/09/2021