118 citations · 334 across the 18 of their papers we have counts for
3 papers · 1 filter
ENO-Based High-Order Data-Bounded and Constrained Positivity-Preserving Interpolation
Timbwaoga A. J. Ouermi, Robert M. Kirby, Martin Berzins
A number of key scientific computing applications that are based upon tensor-product grid constructions, such as numerical weather prediction (NWP) and combustion simulations, requ…
Convex Optimization-Based Structure-Preserving Filter For Multidimensional Finite Element Simulations
Vidhi Zala, Akil Narayan, Robert M Kirby
In simulation sciences, it is desirable to capture the real-world problem features as accurately as possible. Methods popular for scientific simulations such as the finite element…
GP-HMAT: Scalable, Gaussian Process Regression with Hierarchical Low-Rank Matrices
Vahid Keshavarzzadeh, Shandian Zhe, Robert M. Kirby +1
A Gaussian process (GP) is a powerful and widely used regression technique. The main building block of a GP regression is the covariance kernel, which characterizes the relationshi…