Robert M. Kirby

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20142023

most citedGenetic Programming Based Symbolic Regression for Analytical Solutions to Differential Equations

6 citations · 9 across the 5 of their papers we have counts for

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2 papers · 1 filter

math.NA2021★ 1 cited

GP-HMAT: Scalable, $O (n lo g (n))$ 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…

math.NA2014

A Radial Basis Function (RBF)-Finite Difference (FD) Method for Diffusion and Reaction-Diffusion Equations on Surfaces

Varun Shankar, Grady B. Wright, Robert M. Kirby +1

In this paper, we present a method based on Radial Basis Function (RBF)-generated Finite Differences (FD) for numerically solving diffusion and reaction-diffusion equations (PDEs)…

GP-HMAT: Scalable, O(nlog(n)) Gaussian Process Regression with Hierarchical Low-Rank Matrices

A Radial Basis Function (RBF)-Finite Difference (FD) Method for Diffusion and Reaction-Diffusion Equations on Surfaces

GP-HMAT: Scalable, $O (n lo g (n))$ Gaussian Process Regression with Hierarchical Low-Rank Matrices