activity
20182026
most citedMachine-learning error models for approximate solutions to parameterized systems of nonlinear equations

42 citations · 145 across the 14 of their papers we have counts for

collaborators

14 papers

physics.comp-ph2026★ 1 cited

Code-Verification Techniques for Particle-in-Cell Simulations with Direct Simulation Monte Carlo Collisions

Brian A. Freno, William J. McDoniel, Christopher H. Moore +1

Particle-in-cell methods with stochastic collision models are commonly used to simulate collisional plasma dynamics, with applications ranging from hypersonic flight to semiconduct…

math.NA2025

A Note on the Convergence of Symmetric Triangle Quadrature Rules

Brian A. Freno, Neil R. Matula, Joseph E. Bishop

Symmetric polynomial quadrature rules for triangles are commonly used to efficiently integrate two-dimensional domains in finite-element-type problems. While the development of suc…

physics.comp-ph2025★ 2 cited

Code-Verification Techniques for an Arbitrary-Depth Electromagnetic Slot Model

Brian A. Freno, Neil R. Matula, Robert A. Pfeiffer +1

Electromagnetic slot models are employed to efficiently simulate electromagnetic penetration through openings in an otherwise closed electromagnetic scatterer. Such models, which i…

physics.comp-ph2024★ 2 cited

Manufactured Solutions for an Electromagnetic Slot Model

Brian A. Freno, Neil R. Matula, Robert A. Pfeiffer +2

The accurate modeling of electromagnetic penetration is an important topic in computational electromagnetics. Electromagnetic penetration occurs through intentional or inadvertent…

physics.comp-ph2023★ 5 cited

Code-Verification Techniques for the Method-of-Moments Implementation of the Combined-Field Integral Equation

Brian A. Freno, Neil R. Matula

Code verification plays an important role in establishing the credibility of computational simulations by assessing the correctness of the implementation of the underlying numerica…

physics.comp-ph2022★ 7 cited

Code-Verification Techniques for the Method-of-Moments Implementation of the Magnetic-Field Integral Equation

Brian A. Freno, Neil R. Matula

For computational physics simulations, code verification plays a major role in establishing the credibility of the results by assessing the correctness of the implementation of the…

math.NA2022★ 1 cited

Code Verification for Practically Singular Equations

Brian A. Freno, Neil R. Matula

The method-of-moments implementation of the electric-field integral equation (EFIE) yields many code-verification challenges due to the various sources of numerical error and their…

physics.comp-ph2021★ 11 cited

Nonintrusive Manufactured Solutions for Non-Decomposing Ablation in Two Dimensions

Brian A. Freno, Brian R. Carnes, Victor E. Brunini +1

Code verification is a necessary step towards establishing credibility in computational physics simulations. It is used to assess the correctness of the implementation of the numer…

physics.comp-ph2021★ 8 cited

Code-Verification Techniques for the Method-of-Moments Implementation of the Electric-Field Integral Equation

Brian A. Freno, Neil R. Matula, Justin I. Owen +1

The method-of-moments implementation of the electric-field integral equation yields many code-verification challenges due to the various sources of numerical error and their possib…

physics.comp-ph2020★ 21 cited

Manufactured Solutions for the Method-of-Moments Implementation of the Electric-Field Integral Equation

Brian A. Freno, Neil R. Matula, William A. Johnson

Though the method-of-moments implementation of the electric-field integral equation plays an important role in computational electromagnetics, it provides many code-verification ch…

physics.comp-ph2020★ 27 cited

Code-Verification Techniques for Hypersonic Reacting Flows in Thermochemical Nonequilibrium

Brian A. Freno, Brian R. Carnes, V. Gregory Weirs

The study of hypersonic flows and their underlying aerothermochemical reactions is particularly important in the design and analysis of vehicles exiting and reentering Earth's atmo…

physics.comp-ph2019★ 7 cited

Characterization and Integration of the Singular Test Integrals in the Method-of-Moments Implementation of the Electric-Field Integral Equation

Brian A. Freno, William A. Johnson, Brian F. Zinser +3

In this paper, we characterize the logarithmic singularities arising in the method of moments from the Green's function in integrals over the test domain, and we use two approaches…

math.NA2019★ 11 cited

Symmetric Triangle Quadrature Rules for Arbitrary Functions

Brian A. Freno, William A. Johnson, Brian F. Zinser +1

Despite extensive research on symmetric polynomial quadrature rules for triangles, as well as approaches to their calculation, few studies have focused on non-polynomial functions,…

math.NA2018★ 42 cited

Machine-learning error models for approximate solutions to parameterized systems of nonlinear equations

Brian A. Freno, Kevin T. Carlberg

This work proposes a machine-learning framework for constructing statistical models of errors incurred by approximate solutions to parameterized systems of nonlinear equations. The…