Clint Dawson

Orcid: 0000-0001-7273-0684

Affiliations:
  • University of Texas at Austin, TX, USA


According to our database1, Clint Dawson authored at least 64 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Sequential Maximal Updated Density Parameter Estimation for Dynamical Systems with Parameter Drift.
CoRR, 2024

Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy.
CoRR, 2024

Automatic variationally stable analysis for finite element computations: Transient convection-diffusion problems.
Comput. Math. Appl., 2024

2023
A study of the potential effects of deepening the Corpus Christi Ship Channel on hurricane storm surge.
J. Comput. Sci., November, 2023

A Discontinuous Galerkin Finite Element Model for Compound Flood Simulations.
CoRR, 2023

Rapid Flood Inundation Forecast Using Fourier Neural Operator.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022
Performance Analysis of Speculative Parallel Adaptive Local Timestepping for Conservation Laws.
ACM Trans. Model. Comput. Simul., October, 2022

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., 2022

Extending FEniCS to work in higher dimensions using tensor product finite elements.
J. Comput. Sci., 2022

Adaptive total variation stable local timestepping for conservation laws.
J. Comput. Phys., 2022

Parameter Estimation with Maximal Updated Densities.
CoRR, 2022

Cross-mode Stabilized Stochastic Shallow Water Systems Using Stochastic Finite Element Methods.
CoRR, 2022

Learning Storm Surge with Gradient Boosting.
CoRR, 2022

Continuous Integration for HPC with Github Actions and Tapis.
Proceedings of the PEARC '22: Practice and Experience in Advanced Research Computing, Boston, MA, USA, July 10, 2022

2021
Exploring the best sequence LSTM modeling architecture for flood prediction.
Neural Comput. Appl., 2021

High temporal resolution rainfall-runoff modeling using long-short-term-memory (LSTM) networks.
Neural Comput. Appl., 2021

SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing.
CoRR, 2021

A Hybrid 2-stage Neural Optimization for Pareto Front Extraction.
CoRR, 2021

A Stable Mixed FE Method for Nearly Incompressible Linear Elastostatics.
CoRR, 2021

Speculative Parallel Execution for Local Timestepping.
Proceedings of the SIGSIM-PADS '21: SIGSIM Conference on Principles of Advanced Discrete Simulation, Virtual Event, USA, 31 May, 2021

2020
An Adaptive Stable Space-Time FE Method for the Shallow Water Equations.
CoRR, 2020

Streaming Singular Value Decomposition for Big Data Applications.
CoRR, 2020

Discontinuous Galerkin methods for a dispersive wave hydro-sediment-morphodynamic model.
CoRR, 2020

Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion.
CoRR, 2020

Prevention is Better than Cure: Handling Basis Collapse and Transparency in Dense Networks.
CoRR, 2020

An Unconditionally Stable Space-Time FE Method for the Korteweg-de Vries Equation.
CoRR, 2020

Discontinuous Galerkin methods for a dispersive wave hydro-morphodynamic model with bed-load transport.
CoRR, 2020

TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes.
CoRR, 2020

High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory (LSTM) Networks.
CoRR, 2020

A New Algorithm for Estimating Surface Roughness Using Interferometric Synthetic Aperture Radar (InSAR) Data.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019
Curation and Publication of Simulation Data in DesignSafe, a Natural Hazards Engineering Open Platform and Repository.
Publ., 2019

A Comparison of the Explicit and Implicit Hybridizable Discontinuous Galerkin Methods for Nonlinear Shallow Water Equations.
J. Sci. Comput., 2019

Performance Comparison of HPX Versus Traditional Parallelization Strategies for the Discontinuous Galerkin Method.
J. Sci. Comput., 2019

2018
Formulation and application of the adaptive hydraulics three-dimensional shallow water and transport models.
J. Comput. Phys., 2018

2017
Stability of Nonlinear Convection-Diffusion-Reaction Systems in Discontinuous Galerkin Methods.
J. Sci. Comput., 2017

Performance and Scalability Improvements for Discontinuous Galerkin Solutions to Conservation Laws on Unstructured Grids.
J. Sci. Comput., 2017

2016
A Hybridized Discontinuous Galerkin Method for the Nonlinear Korteweg-de Vries Equation.
J. Sci. Comput., 2016

A Comparison of Artificial Viscosity, Limiters, and Filters, for High Order Discontinuous Galerkin Solutions in Nonlinear Settings.
J. Sci. Comput., 2016

2015
Artificial boundary layers in discontinuous Galerkin solutions to shallow water equations in channels.
J. Comput. Phys., 2015

2014
A Measure-Theoretic Computational Method for Inverse Sensitivity Problems III: Multiple Quantities of Interest.
SIAM/ASA J. Uncertain. Quantification, 2014

A Discontinuous Galerkin Coupled Wave Propagation/Circulation Model.
J. Sci. Comput., 2014

Discontinuous Galerkin methods for solving Boussinesq-Green-Naghdi equations in resolving non-linear and dispersive surface water waves.
J. Comput. Phys., 2014

2013
Propagation of Uncertainties Using Improved Surrogate Models.
SIAM/ASA J. Uncertain. Quantification, 2013

A streamline diffusion finite element method for the viscous shallow water equations.
J. Comput. Appl. Math., 2013

2012
Performance of the Unstructured-Mesh, SWAN+ADCIRC Model in Computing Hurricane Waves and Surge.
J. Sci. Comput., 2012

2011
A Posteriori Error Analysis of Stochastic Differential Equations Using Polynomial Chaos Expansions.
SIAM J. Sci. Comput., 2011

A Framework for Running the ADCIRC Discontinuous Galerkin Storm Surge Model on a GPU.
Proceedings of the International Conference on Computational Science, 2011

Scalability of an Unstructured Grid Continuous Galerkin Based Hurricane Storm Surge Model.
J. Sci. Comput., 2011

Adaptive hierarchic transformations for dynamically p-enriched slope-limiting over discontinuous Galerkin systems of generalized equations.
J. Comput. Phys., 2011

Eyes on the gulf: deepwater horizon oil spill visualization.
Proceedings of the Conference on High Performance Computing Networking, Storage and Analysis, 2011

2009
A Performance Comparison of Continuous and Discontinuous Finite Element Shallow Water Models.
J. Sci. Comput., 2009

2008
Time step restrictions for Runge-Kutta discontinuous Galerkin methods on triangular grids.
J. Comput. Phys., 2008

2007
Semi discrete discontinuous Galerkin methods and stage-exceeding-order, strong-stability-preserving Runge-Kutta time discretizations.
J. Comput. Phys., 2007

2006
Analysis of Discontinuous Finite Element Methods for Ground Water/Surface Water Coupling.
SIAM J. Numer. Anal., 2006

2005
A Discontinuous Galerkin Method for Three-Dimensional Shallow Water Equations.
J. Sci. Comput., 2005

2002
The P<sup>k+1-</sup> S<sup>k</sup> Local Discontinuous Galerkin Method for Elliptic Equations.
SIAM J. Numer. Anal., 2002

2001
High Resolution Schemes for Conservation Laws with Locally Varying Time Steps.
SIAM J. Sci. Comput., 2001

2000
Analysis of Expanded Mixed Finite Element Methods for a Nonlinear Parabolic Equation Modeling Flow into Variably Saturated Porous Media.
SIAM J. Numer. Anal., 2000

Finite Element Approximations to the System of Shallow Water Equations, Part III: On the Treatment of Boundary Conditions.
SIAM J. Numer. Anal., 2000

A characteristic-Galerkin approximation to a system of shallow water equations.
Numerische Mathematik, 2000

Issues in Parallel Computation of Flow and Transport in Surface Waters.
Proceedings of the International Conference on Parallel and Distributed Processing Techniques and Applications, 2000

1999
Solution of Parabolic Equations by Backward Euler-Mixed Finite Element Methods on a Dynamically Changing Mesh.
SIAM J. Numer. Anal., 1999

1998
Enhanced Cell-Centered Finite Differences for Elliptic Equations on General Geometry.
SIAM J. Sci. Comput., 1998

1996
Large Time Asymptotics in Contaminant Transport in Porous Media.
SIAM J. Appl. Math., 1996


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