Clint Dawson

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 34

Top Topics

Finite Element Methods

Dynamical Systems

Conservation Laws

Top Venues

J. Sci. Comput.

J. Comput. Phys.

J. Comput. Sci.

Publications

Stefanos Giaremis, Noujoud Nader, Clint Dawson, Hartmut Kaiser, Carola Kaiser, Efstratios N. Nikidis
Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy. CoRR (2024)
Carlos del-Castillo-Negrete, Rylan Spence, Troy Butler, Clint Dawson
Sequential Maximal Updated Density Parameter Estimation for Dynamical Systems with Parameter Drift. CoRR (2024)
Eirik Valseth, Pouria Behnoudfar, Clint Dawson, Albert Romkes
Automatic variationally stable analysis for finite element computations: Transient convection-diffusion problems. Comput. Math. Appl. 157 (2024)
Eirik Valseth, Clint Dawson, Edward J. Buskey
A study of the potential effects of deepening the Corpus Christi Ship Channel on hurricane storm surge. J. Comput. Sci. 73 (2023)
Chayanon Wichitrnithed, Eirik Valseth, Ethan J. Kubatko, Younghun Kang, Mackenzie Hudson, Clint Dawson
A Discontinuous Galerkin Finite Element Model for Compound Flood Simulations. CoRR (2023)
Alexander Y. Sun, Zhi Li, Wonhyun Lee, Qixing Huang, Bridget R. Scanlon, Clint Dawson
Rapid Flood Inundation Forecast Using Fourier Neural Operator. ICCV (Workshops) (2023)
Alexander Y. Sun, Zhi Li, Wonhyun Lee, Qixing Huang, Bridget R. Scanlon, Clint Dawson
Rapid Flood Inundation Forecast Using Fourier Neural Operator. CoRR (2023)
Chen Chen, Clint Dawson, Eirik Valseth
Cross-mode Stabilized Stochastic Shallow Water Systems Using Stochastic Finite Element Methods. CoRR (2022)
Maximilian H. Bremer, John Bachan, Cy P. Chan, Clint Dawson
Adaptive total variation stable local timestepping for conservation laws. J. Comput. Phys. 463 (2022)
Maximilian H. Bremer, John Bachan, Cy P. Chan, Clint Dawson
Performance Analysis of Speculative Parallel Adaptive Local Timestepping for Conservation Laws. ACM Trans. Model. Comput. Simul. 32 (4) (2022)
Benjamin Pachev, Eirik Valseth, Clint Dawson
Learning Storm Surge with Gradient Boosting. CoRR (2022)
Mark Loveland, Eirik Valseth, Matt Lukac, Clint Dawson
Extending FEniCS to work in higher dimensions using tensor product finite elements. J. Comput. Sci. 64 (2022)
Benjamin Pachev, Georgia Stuart, Clint Dawson
Continuous Integration for HPC with Github Actions and Tapis. PEARC (2022)
Ke Wang, Jingyi Chen, Amin Kiaghadi, Clint Dawson
A New Algorithm for Land-Cover Classification Using PolSAR and InSAR Data and Its Application to Surface Roughness Mapping Along the Gulf Coast. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson
A Hybrid 2-stage Neural Optimization for Pareto Front Extraction. CoRR (2021)
Wei Li, Amin Kiaghadi, Clint Dawson
Exploring the best sequence LSTM modeling architecture for flood prediction. Neural Comput. Appl. 33 (11) (2021)
Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson
SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing. CoRR (2021)
Eirik Valseth, Albert Romkes, Austin R. Kaul, Clint Dawson
A Stable Mixed FE Method for Nearly Incompressible Linear Elastostatics. CoRR (2021)
Wei Li, Amin Kiaghadi, Clint Dawson
High temporal resolution rainfall-runoff modeling using long-short-term-memory (LSTM) networks. Neural Comput. Appl. 33 (4) (2021)
Maximilian H. Bremer, John Bachan, Cy P. Chan, Clint Dawson
Speculative Parallel Execution for Local Timestepping. SIGSIM-PADS (2021)
Eirik Valseth, Clint Dawson
An Unconditionally Stable Space-Time FE Method for the Korteweg-de Vries Equation. CoRR (2020)
Maximilian H. Bremer, John Bachan, Cy P. Chan, Clint Dawson
Adaptive Total Variation Stable Local Timestepping for Conservation Laws. CoRR (2020)
Kazbek Kazhyken, Juha H. Videman, Clint Dawson
Discontinuous Galerkin methods for a dispersive wave hydro-morphodynamic model with bed-load transport. CoRR (2020)
Kazbek Kazhyken, Juha H. Videman, Clint Dawson
Discontinuous Galerkin methods for a dispersive wave hydro-sediment-morphodynamic model. CoRR (2020)
Gurpreet Singh, Soumyajit Gupta, Matthew Lease, Clint Dawson
Streaming Singular Value Decomposition for Big Data Applications. CoRR (2020)
Eirik Valseth, Clint Dawson
An Adaptive Stable Space-Time FE Method for the Shallow Water Equations. CoRR (2020)
Ke Wang, Jingyi Chen, Amin Kiaghadi, Clint Dawson
A New Algorithm for Estimating Surface Roughness Using Interferometric Synthetic Aperture Radar (InSAR) Data. IGARSS (2020)
Eirik Valseth, Pouria Behnoudfar, Clint Dawson, Albert Romkes
Automatic Variationally Stable Analysis for Finite Element Computations: Transient Convection-Diffusion Problems. CoRR (2020)
Ali Samii, Kazbek Kazhyken, Craig Michoski, Clint Dawson
A Comparison of the Explicit and Implicit Hybridizable Discontinuous Galerkin Methods for Nonlinear Shallow Water Equations. J. Sci. Comput. 80 (3) (2019)
Maximilian H. Bremer, Kazbek Kazhyken, Hartmut Kaiser, Craig Michoski, Clint Dawson
Performance Comparison of HPX Versus Traditional Parallelization Strategies for the Discontinuous Galerkin Method. J. Sci. Comput. 80 (2) (2019)
Craig Michoski, Alen Alexanderian, C. Paillet, Ethan J. Kubatko, Clint Dawson
Stability of Nonlinear Convection-Diffusion-Reaction Systems in Discontinuous Galerkin Methods. J. Sci. Comput. 70 (2) (2017)
S. R. Brus, Damrongsak Wirasaet, Joannes J. Westerink, Clint Dawson
Performance and Scalability Improvements for Discontinuous Galerkin Solutions to Conservation Laws on Unstructured Grids. J. Sci. Comput. 70 (1) (2017)
Craig Michoski, Clint Dawson, Ethan J. Kubatko, Damrongsak Wirasaet, S. R. Brus, Joannes J. Westerink
A Comparison of Artificial Viscosity, Limiters, and Filters, for High Order Discontinuous Galerkin Solutions in Nonlinear Settings. J. Sci. Comput. 66 (1) (2016)
Ali Samii, Nishant Panda, Craig Michoski, Clint Dawson
A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg-de Vries Equation. J. Sci. Comput. 68 (1) (2016)
Damrongsak Wirasaet, S. R. Brus, Craig Michoski, Ethan J. Kubatko, Joannes J. Westerink, Clint Dawson
Artificial boundary layers in discontinuous Galerkin solutions to shallow water equations in channels. J. Comput. Phys. 299 (2015)
Troy D. Butler, Donald J. Estep, Simon Tavener, Clint Dawson, Joannes J. Westerink
A Measure-Theoretic Computational Method for Inverse Sensitivity Problems III: Multiple Quantities of Interest. SIAM/ASA J. Uncertain. Quantification 2 (1) (2014)
Nishant Panda, Clint Dawson, Yao Zhang, Andrew B. Kennedy, Joannes J. Westerink, Aaron S. Donahue
Discontinuous Galerkin methods for solving Boussinesq-Green-Naghdi equations in resolving non-linear and dispersive surface water waves. J. Comput. Phys. 273 (2014)
Jessica Meixner, J. Casey Dietrich, Clint Dawson, Marcel Zijlema, Leo H. Holthuijsen
A Discontinuous Galerkin Coupled Wave Propagation/Circulation Model. J. Sci. Comput. 59 (2) (2014)
Clint Dawson, Juha H. Videman
A streamline diffusion finite element method for the viscous shallow water equations. J. Comput. Appl. Math. 251 (2013)
Troy D. Butler, Clint Dawson, Tim Wildey
Propagation of Uncertainties Using Improved Surrogate Models. SIAM/ASA J. Uncertain. Quantification 1 (1) (2013)
J. Casey Dietrich, Seizo Tanaka, Joannes J. Westerink, Clint Dawson, R. A. Luettich Jr., Marcel Zijlema, Leo H. Holthuijsen, J. M. Smith, L. G. Westerink, H. J. Westerink
Performance of the Unstructured-Mesh, SWAN+ADCIRC Model in Computing Hurricane Waves and Surge. J. Sci. Comput. 52 (2) (2012)
Seizo Tanaka, Shintaro Bunya, Joannes J. Westerink, Clint Dawson, Rick A. Luettich
Scalability of an Unstructured Grid Continuous Galerkin Based Hurricane Storm Surge Model. J. Sci. Comput. 46 (3) (2011)
Craig Michoski, Chris Mirabito, Clint Dawson, Damrongsak Wirasaet, Ethan J. Kubatko, Joannes J. Westerink
Adaptive hierarchic transformations for dynamically p-enriched slope-limiting over discontinuous Galerkin systems of generalized equations. J. Comput. Phys. 230 (22) (2011)
Troy D. Butler, Clint Dawson, Tim Wildey
A Posteriori Error Analysis of Stochastic Differential Equations Using Polynomial Chaos Expansions. SIAM J. Sci. Comput. 33 (3) (2011)
Karla P. Vega, Adam Kubach, Clint Dawson, Rick A. Luettich, Joannes J. Westerink
Eyes on the gulf: deepwater horizon oil spill visualization. SC Companion (2011)
Michael DuChene, Anna Maria Spagnuolo, Ethan J. Kubatko, Joannes J. Westerink, Clint Dawson
A Framework for Running the ADCIRC Discontinuous Galerkin Storm Surge Model on a GPU. ICCS (2011)
Ethan J. Kubatko, Shintaro Bunya, Clint Dawson, Joannes J. Westerink, Chris Mirabito
A Performance Comparison of Continuous and Discontinuous Finite Element Shallow Water Models. J. Sci. Comput. 40 (1-3) (2009)
Ethan J. Kubatko, Clint Dawson, Joannes J. Westerink
Time step restrictions for Runge-Kutta discontinuous Galerkin methods on triangular grids. J. Comput. Phys. 227 (23) (2008)
Ethan J. Kubatko, Joannes J. Westerink, Clint Dawson
Semi discrete discontinuous Galerkin methods and stage-exceeding-order, strong-stability-preserving Runge-Kutta time discretizations. J. Comput. Phys. 222 (2) (2007)
Clint Dawson
Analysis of Discontinuous Finite Element Methods for Ground Water/Surface Water Coupling. SIAM J. Numer. Anal. 44 (4) (2006)
Clint Dawson, Vadym Aizinger
A Discontinuous Galerkin Method for Three-Dimensional Shallow Water Equations. J. Sci. Comput. 22 (1) (2005)
Clint Dawson
Local Discontinuous Galerkin Method for Elliptic Equations. SIAM J. Numer. Anal. 40 (6) (2002)
Clint Dawson, Robert C. Kirby
High Resolution Schemes for Conservation Laws with Locally Varying Time Steps. SIAM J. Sci. Comput. 22 (6) (2001)
Clint Dawson, Monica Martinez-Canales
A characteristic-Galerkin approximation to a system of shallow water equations. Numerische Mathematik 86 (2) (2000)
Clint Dawson, Monica Martinez-Canales
Finite Element Approximations to the System of Shallow Water Equations, Part III: On the Treatment of Boundary Conditions. SIAM J. Numer. Anal. 38 (1) (2000)
Clint Dawson, V. J. Parr, Mary F. Wheeler
Issues in Parallel Computation of Flow and Transport in Surface Waters. PDPTA (2000)
Clint Dawson, Robert C. Kirby
Solution of Parabolic Equations by Backward Euler-Mixed Finite Element Methods on a Dynamically Changing Mesh. SIAM J. Numer. Anal. 37 (2) (1999)
Todd Arbogast, Clint Dawson, Philip T. Keenan, Mary F. Wheeler, Ivan Yotov
Enhanced Cell-Centered Finite Differences for Elliptic Equations on General Geometry. SIAM J. Sci. Comput. 19 (2) (1998)