activity
20102024
most citedLearning molecular energies using localized graph kernels

67 citations · 167 across the 20 of their papers we have counts for

collaborators

21 papers

math.NA2024

Multilevel Method with Low-Order Equations of Mixed Types and Two Grids in Photon Energy for Thermal Radiative Transfer

Dmitriy Y. Anistratov, Terry S. Haut

Thermal radiative transfer (TRT) is an essential piece of physics in inertial confinement fusion, high-energy density physics, astrophysics etc. The physical models of this type of…

math.NA2023

High-Order Finite Element Second Moment Methods for Linear Transport

Samuel Olivier, Terry S. Haut

We present high-order, finite element-based Second Moment Methods (SMMs) for solving radiation transport problems in two spatial dimensions. We leverage the close connection betwee…

math.NA2023★ 2 cited

High-Order Mixed Finite Element Variable Eddington Factor Methods

Samuel Olivier, Terry S. Haut

We apply high-order mixed finite element discretization techniques and their associated preconditioned iterative solvers to the Variable Eddington Factor (VEF) equations in two spa…

math.NA2022★ 1 cited

Multi-level Parareal algorithm with Averaging for Oscillatory Problems

Juliane Rosemeier, Terry Haut, Beth Wingate

The present study is an extension of the work done in Parareal convergence for oscillatory pdes with finite time-scale separation (2019), A. G. Peddle, T. Haut, and B. Wingate, [16…

math.NA2021★ 17 cited

A Family of Independent Variable Eddington Factor Methods with Efficient Preconditioned Iterative Solvers

Samuel Olivier, Will Pazner, Terry S. Haut +1

We present a family of discretizations for the Variable Eddington Factor (VEF) equations that have high-order accuracy on curved meshes and efficient preconditioned iterative solve…

math.NA2021★ 2 cited

A short note on the accuracy of the discontinuous Galerkin method with reentrant faces

Will Pazner, Terry Haut

We study the convergence of the discontinuous Galerkin (DG) method applied to the advection-reaction equation on meshes with reentrant faces. On such meshes, the upwind numerical f…

physics.comp-ph2021★ 1 cited

A New Scheme for Solving High-Order DG Discretizations of Thermal Radiative Transfer using the Variable Eddington Factor Method

Ben C. Yee, Samuel S. Olivier, Ben S. Southworth +2

We present a new approach for solving high-order thermal radiative transfer (TRT) using the Variable Eddington Factor (VEF) method (also known as quasidiffusion). Our approach leve…

physics.comp-ph2020★ 26 cited

Data-Driven Acceleration of Thermal Radiation Transfer Calculations with the Dynamic Mode Decomposition and a Sequential Singular Value Decomposition

Ryan G. McClarren, Terry S. Haut

We present a method for accelerating discrete ordinates radiative transfer calculations for radiative transfer. Our method works with nonlinear positivity fixes, in contrast to mos…

math.NA2020

Diffusion synthetic acceleration for heterogeneous domains, compatible with voids

Ben S. Southworth, Milan Holec, Terry S. Haut

A standard approach to solving the S transport equations is to use source iteration with diffusion synthetic acceleration (DSA). Although this approach is widely used and effec…

physics.comp-ph2019★ 16 cited

A Quadratic Programming Flux Correction Method for High-Order DG Discretizations of SN Transport

Ben C. Yee, Samuel S. Olivier, Terry S. Haut +3

We present a new flux-fixup approach for arbitrarily high-order discontinuous Galerkin discretizations of the SN transport equation. This approach is sweep-compatible: as the trans…

physics.comp-ph2018★ 7 cited

Acceleration of Source Iteration using the Dynamic Mode Decomposition

Ryan G. McClarren, Terry S. Haut

We present a novel acceleration technique for improving the convergence of source iteration for discrete ordinates transport calculations. Our approach uses the idea of the dynamic…

math.NA2018★ 3 cited

DSA Preconditioning for DG discretizations of transport and High-Order curved meshes

T. S. Haut, B. S. Southworth, P. G. Maginot +1

This paper derives and analyzes new diffusion synthetic acceleration (DSA) preconditioners for the SN transport equation when discretized with a high-order (HO) discontinuous Galer…

math.NA2018★ 3 cited

An Efficient Sweep-based Solver for the Equations on High-Order Meshes

T. S. Haut, P. G. Maginot, V. Z. Tomov +3

We propose a graph-based sweep algorithm for solving the steady state, mono-energetic discrete ordinates on meshes of high-order curved mesh elements. Our spatial discretization co…

math.DS2018★ 10 cited

Model Structural Inference using Local Dynamic Operators

Anthony M. DeGennaro, Nathan M. Urban, Balasubramanya T. Nadiga +1

This paper focuses on the problem of quantifying the effects of model-structure uncertainty in the context of time-evolving dynamical systems. This is motivated by multi-model unce…

math.NA2017

Parareal Convergence for Oscillatory PDEs with Finite Time-scale Separation

Adam Peddle, Terry Haut, Beth Wingate

A variant of the Parareal method for highly oscillatory systems of PDEs was proposed by Haut and Wingate (2014). In that work they proved superlinear conver- gence of the method in…

physics.comp-ph2016★ 67 cited

Learning molecular energies using localized graph kernels

G. Ferré, T. Haut, K. Barros

Recent machine learning methods make it possible to model potential energy of atomic configurations with chemical-level accuracy (as calculated from ab-initio calculations) and at…

math.NA2016★ 9 cited

A new multigroup method for cross-sections that vary rapidly in energy

T. S. Haut, C. Ahrens, A. Jonko +2

We present a numerical method for solving the time-independent thermal radiative transfer (TRT) equation or the neutron transport (NT) equation when the opacity or cross-section va…

cs.DC2015★ 1 cited

A Decentralized Parallelization-in-Time Approach with Parareal

Martin Schreiber, Adam Peddle, Terry Haut +1

With steadily increasing parallelism for high-performance architectures, simulations requiring a good strong scalability are prone to be limited in scalability with standard spatia…

math.NA2014

A high-order scheme for solving wave propagation problems via the direct construction of an approximate time-evolution operator

T. S. Haut, T. Babb, P. G. Martinsson +1

The manuscript presents a new technique for computing the exponential of skew-Hermitian operators. Principal advantages of the proposed method include: stability even for large tim…

math.NA2013

An asymptotic parallel-in-time method for highly oscillatory PDEs

Terry Haut, Beth Wingate

We present a new time-stepping algorithm for nonlinear PDEs that exhibit scale separation in time. Our scheme combines asymptotic techniques (which are inexpensive but can have ins…

math.NA2010★ 2 cited

Fast and accurate con-eigenvalue algorithm for optimal rational approximations

T. S. Haut, G. Beylkin

The need to compute small con-eigenvalues and the associated con-eigenvectors of positive-definite Cauchy matrices naturally arises when constructing rational approximations with a…