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10/02/2020
Accelerating Convergence of Replica Exchange Stochastic Gradient MCMC via Variance Reduction
Replica exchange stochastic gradient Langevin dynamics (reSGLD) has show...
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03/14/2020
Scrutinizer: A Mixed-Initiative Approach to Large-Scale, Data-Driven Claim Verification
Organizations such as the International Energy Agency (IEA) spend signif...
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10/18/2019
Inverse modeling of hydrologic parameters in CLM4 via generalized polynomial chaos in the Bayesian framework
In this study, the applicability of generalized polynomial chaos (gPC) e...
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10/17/2019
Bayesian analysis of multifidelity computer models with local features and non-nested experimental designs: Application to the WRF model
We propose a multi-fidelity Bayesian emulator for the analysis of the We...
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09/04/2019
Multifidelity Computer Model Emulation with High-Dimensional Output: An Application to Storm Surge
Hurricane-driven storm surge is one of the most deadly and costly natura...
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09/04/2019
Multifidelity Computer Model Emulation with High-Dimensional Output
Hurricane-driven storm surge is one of the most deadly and costly natura...
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07/31/2019