Ryan G. McClarren

Orcid: 0000-0002-8342-6132

According to our database1, Ryan G. McClarren authored at least 44 papers between 2008 and 2024.

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Bibliography

2024
Monte Carlo / Dynamic Code (MC/DC): An accelerated Python package for fully transient neutron transport and rapid methods development.
J. Open Source Softw., April, 2024

A collision-based hybrid method for the BGK equation.
J. Comput. Phys., March, 2024

A hybrid Monte Carlo, discontinuous Galerkin method for linear kinetic transport equations.
J. Comput. Phys., 2024

High Energy Density Radiative Transfer in the Diffusion Regime with Fourier Neural Operators.
CoRR, 2024

2023
A sweep-based low-rank method for the discrete ordinate transport equation.
J. Comput. Phys., 2023

Uncertainty benchmarks for time-dependent transport problems.
CoRR, 2023

Benchmark solutions for radiative transfer with a moving mesh and exact uncollided source treatments.
CoRR, 2023

2022
Semi-implicit Hybrid Discrete $\left( \text {H}^T_N\right) $ Approximation of Thermal Radiative Transfer.
J. Sci. Comput., 2022

Data-driven acceleration of thermal radiation transfer calculations with the dynamic mode decomposition and a sequential singular value decomposition.
J. Comput. Phys., 2022

A low-rank power iteration scheme for neutron transport criticality problems.
J. Comput. Phys., 2022

A realizable filtered intrusive polynomial moment method.
J. Comput. Appl. Math., 2022

Accurate solutions to time dependent transport problems with a moving mesh and exact uncollided source treatment.
CoRR, 2022

Benchmarks for infinite medium, time dependent transport problems with isotropic scattering.
CoRR, 2022

Transfer Learning as a Method to Reproduce High-Fidelity NLTE Opacities in Simulations.
CoRR, 2022

Transfer Learning of High-Fidelity Opacity Spectra in Autoencoders and Surrogate Models.
CoRR, 2022

2021
A high-order/low-order (HOLO) algorithm for preserving conservation in time-dependent low-rank transport calculations.
J. Comput. Phys., 2021

Spatial adaptivity of the SAAF and Weighted Least Squares (WLS) forms of the neutron transport equation using constraint based, locally refined, isogeometric analysis (IGA) with dual weighted residual (DWR) error measures.
J. Comput. Phys., 2021

Neural Network Surrogate Models for Absorptivity and Emissivity Spectra of Multiple Elements.
CoRR, 2021

Semi-implicit Hybrid Discrete (H<sup>T</sup><sub>N</sub>) Approximation of Thermal Radiative Transfer.
CoRR, 2021

2020
A low-rank method for two-dimensional time-dependent radiation transport calculations.
J. Comput. Phys., 2020

Filtered stochastic Galerkin methods for hyperbolic equations.
J. Comput. Phys., 2020

Frequency-Dependent Material Motion Benchmarks for Radiative Transfer.
CoRR, 2020

2019
Deep Neural Network Initialization With Decision Trees.
IEEE Trans. Neural Networks Learn. Syst., 2019

Uncertainty Quantification for Multigroup Diffusion Equations Using Sparse Tensor Approximations.
SIAM J. Sci. Comput., 2019

Parameter inference with deep jointly informed neural networks.
Stat. Anal. Data Min., 2019

2018
Transfer learning to model inertial confinement fusion experiments.
CoRR, 2018

Predicting the time-evolution of multi-physics systems with sequence-to-sequence models.
CoRR, 2018

2017
Emulation of Numerical Models With Over-Specified Basis Functions.
Technometrics, 2017

Deep Jointly-Informed Neural Networks.
CoRR, 2017

2016
Positive Filtered P<sub>N</sub> Moment Closures for Linear Kinetic Equations.
SIAM J. Numer. Anal., 2016

Moment closures based on minimizing the residual of the P<sub>N</sub> angular expansion in radiation transport.
J. Comput. Phys., 2016

Implicit filtered P<sub>N</sub> for high-energy density thermal radiation transport using discontinuous Galerkin finite elements.
J. Comput. Phys., 2016

2015
Asymptotic diffusion limit of cell temperature discretisation schemes for thermal radiation transport.
J. Comput. Phys., 2015

2013
A Collision-Based Hybrid Method for Time-Dependent, Linear, Kinetic Transport Equations.
Multiscale Model. Simul., 2013

The Lessons Oscar Taught Us: Data Science and Media & Entertainment.
Big Data, 2013

2011
The Method of Manufactured Universes for validating uncertainty quantification methods.
Reliab. Eng. Syst. Saf., 2011

A physics informed emulator for laser-driven radiating shock simulations.
Reliab. Eng. Syst. Saf., 2011

Predictive modeling of a radiative shock system.
Reliab. Eng. Syst. Saf., 2011

2010
Positive P<sub>N</sub> Closures.
SIAM J. Sci. Comput., 2010

Robust and accurate filtered spherical harmonics expansions for radiative transfer.
J. Comput. Phys., 2010

2009
A modified implicit Monte Carlo method for time-dependent radiative transfer with adaptive material coupling.
J. Comput. Phys., 2009

2008
The effects of slope limiting on asymptotic-preserving numerical methods for hyperbolic conservation laws.
J. Comput. Phys., 2008

On solutions to the P<sub>n</sub> equations for thermal radiative transfer.
J. Comput. Phys., 2008

Semi-implicit time integration for P<sub>N</sub> thermal radiative transfer.
J. Comput. Phys., 2008


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