Search Results for author: Andrew Glaws

Found 3 papers, 3 papers with code

GANISP: a GAN-assisted Importance SPlitting Probability Estimator

1 code implementation28 Dec 2021 Malik Hassanaly, Andrew Glaws, Ryan N. King

Genealogical importance splitting reduces the variance of rare event probability estimators by iteratively selecting and replicating realizations that are headed towards a rare event.

Generative Adversarial Network

Adversarial sampling of unknown and high-dimensional conditional distributions

1 code implementation8 Nov 2021 Malik Hassanaly, Andrew Glaws, Karen Stengel, Ryan N. King

In that case, it is necessary to sample elements from unknown high-dimensional spaces with possibly millions of degrees of freedom.

Vocal Bursts Intensity Prediction

Dimension reduction in MHD power generation models: dimensional analysis and active subspaces

1 code implementation5 Sep 2016 Andrew Glaws, Paul G. Constantine, John Shadid, Timothy M. Wildey

Magnetohydrodynamics (MHD)---the study of electrically conducting fluids---can be harnessed to produce efficient, low-emissions power generation.

Numerical Analysis

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