CD
Clint Dawson
cs.NAmath.NAcs.LGphysics.comp-phphysics.flu-dynphysics.ao-phcs.CEphysics.geo-phcs.AImath.OC
On Valency
published · living versionsW_scsbmp2n·v1 · currentpublished
Towards Exact Multidimensional Fluxes: A Structure-Preserving Data-Informed Framework for Riemann Solvers
with Yucheng Zhang
1 version
Preprints & journals
49 papers in the corpus · 2010–2026A Data-Consistent Approach to Ensemble Filtering2605.11282v2 · Rylan Spence, Troy Butler, Clint Dawson2026 · 0 citationsarXiv
HyCOP: Hybrid Composition Operators for Interpretable Learning of PDEs2605.00820v1 · Jinpai Zhao, Nishant Panda, Yen Ting Lin et al.2026 · 0 citationsarXiv
Agents and Tokens: Multi-Agent Autonomous Reasoning over a Hydrodynamic Token Store2605.01102v2 · Jinpai Zhao, Albert Cerrone, Joannes Westerink et al.2026 · 0 citationsarXiv
Learning the Exact Flux: Neural Riemann Solvers with Hard Constraints2603.30007v1 · Yucheng Zhang, Chayanon Wichitrnithed, Shukai Cai et al.2026 · 0 citationsarXiv
Variational Data-Consistent Assimilation2511.01759v1 · Rylan Spence, Troy Butler, Clint Dawson2025 · 0 citationsarXiv
GPU-acceleration of the Discontinuous Galerkin Shallow Water Equations Model (DG-SWEM) with OpenACC2508.21208v2 · Chayanon Wichitrnithed, Eirik Valseth, Ethan J. Kubatko et al.2025 · 0 citationsarXiv
Coupled Continuous-Discontinuous Galerkin Finite Element Solver for Compound Flood Simulations2508.15948v2 · Chayanon Wichitrnithed, Eirik Valseth, Shintaro Bunya et al.2025 · 0 citationsarXiv
Storm Surge in Color: RGB-Encoded Physics-Aware Deep Learning for Storm Surge Forecasting2506.21743v1 · Jinpai Zhao, Albert Cerrone, Eirik Valseth et al.2025 · 0 citationsarXiv
UT-GraphCast Hindcast Dataset: A Global AI Forecast Archive from UT Austin for Weather and Climate Applications2506.17453v1 · Naveen Sudharsan, Manmeet Singh, Harsh Kamath et al.2025 · 0 citationsarXiv
Potential Effects of Loading Terminal Locations on Surface Trajectories of Oil Spill Transport2505.24610v1 · Shoshana Reich, Edward Buskey, Clint Dawson et al.2025 · 0 citationsarXiv
A Neural Operator Emulator for Coastal and Riverine Shallow Water Dynamics2502.14782v2 · Peter Rivera-Casillas, Sourav Dutta, Shukai Cai et al.2025 · 2 citationsJournal of Geophysical Research: Machine Learning and Computation, 3 (2026): e2025JH000697
Topological derivative approach for deep neural network architecture adaptation2502.06885v2 · C G Krishnanunni, Tan Bui-Thanh, Clint Dawson2025 · 0 citationsarXiv
Enhancing Near Real Time AI-NWP Hurricane Forecasts: Improving Explainability and Performance Through Physics-Based Models and Land Surface Feedback2502.01797v1 · Naveen Sudharsan, Manmeet Singh, Sasanka Talukdar et al.2025 · 0 citationsarXiv
TAEN: A Model-Constrained Tikhonov Autoencoder Network for Forward and Inverse Problems2412.07010v2 · Hai V. Nguyen, Tan Bui-Thanh, Clint Dawson2024 · 3 citationsarXiv
Sequential Maximal Updated Density Parameter Estimation for Dynamical Systems with Parameter Drift2405.08307v1 · Carlos del-Castillo-Negrete, Rylan Spence, Troy Butler et al.2024 · 4 citationsarXiv
Storm Surge Modeling in the AI ERA: Using LSTM-based Machine Learning for Enhancing Forecasting Accuracy2403.04818v1 · Stefanos Giaremis, Noujoud Nader, Clint Dawson et al.2024 · 37 citationsarXiv
Efficacy of reduced order source terms for a coupled wave-circulation model in the Gulf of Mexico2310.06199v3 · Mark Loveland, Jessica Meixner, Eirik Valseth et al.2023 · 4 citationsarXiv
WAVEx: Stabilized Finite Elements for Spectral Wind Wave Models Using FEniCSx2308.00817v2 · Mark Loveland, Eirik Valseth, Jessica Meixner et al.2023 · 0 citationsarXiv
Rapid Flood Inundation Forecast Using Fourier Neural Operator2307.16090v1 · Alexander Y. Sun, Zhi Li, Wonhyun Lee et al.2023 · 22 citationsarXiv
A Discontinuous Galerkin Finite Element Model for Compound Flood Simulations2307.14302v3 · Chayanon Wichitrnithed, Eirik Valseth, Ethan J. Kubatko et al.2023 · 8 citationsarXiv
Development and validation of an Alaskan coupled storm surge, tide, wind wave, and sea ice forecasting systemx5837k · Guoming Ling, Damrongsak Wirasaet, Joannes Westerink et al.2023 · 2 citationsEarthArXiv
Parameter Estimation with Maximal Updated Densities2212.04587v3 · Michael Pilosov, Carlos del-Castillo-Negrete, Tian Yu Yen et al.2022 · 18 citationsarXiv
Cross-mode Stabilized Stochastic Shallow Water Systems Using Stochastic Finite Element Methods2205.11396v3 · Chen Chen, Clint Dawson, Eirik Valseth2022 · 3 citationsarXiv
A Framework for Flexible Peak Storm Surge Prediction2204.13168v2 · Benjamin Pachev, Prateek Arora, Carlos del-Castillo-Negrete et al.2022 · 42 citationsarXiv
Application of a dispersive wave hydro-sediment-morphodynamic model in the Ria Formosa lagoon2204.03486v2 · Kazbek Kazhyken, Eirik Valseth, Juha Videman et al.2022 · 4 citationsarXiv
Extending FEniCS to Work in Higher Dimensions Using Tensor Product Finite Elements2202.00762v2 · Mark Loveland, Eirik Valseth, Matt Lukac et al.2022 · 5 citationsarXiv
The presence of Superfund sites as a determinant of life expectancy in the United States.33850131 · Kiaghadi, Amin, Rifai, Hanadi S, Dawson, Clint N2021 · 49 citationsNature communications. 2021;12(1):1947
SCA-Net: A Self-Correcting Two-Layer Autoencoder for Hyper-spectral Unmixing2102.05713v5 · Gurpreet Singh, Soumyajit Gupta, Clint Dawson2021 · 2 citationsarXiv
A Hybrid 2-stage Neural Optimization for Pareto Front Extraction2101.11684v2 · Gurpreet Singh, Soumyajit Gupta, Matthew Lease et al.2021 · 1 citationarXiv
A Stable Mixed FE Method for Nearly Incompressible Linear Elastostatics2101.06297v2 · Eirik Valseth, Albert Romkes, Austin R. Kaul et al.2021 · 2 citationsarXiv
An Adaptive Stable Space-Time FE Method for the Shallow Water Equations2011.04786v1 · Eirik Valseth, Clint Dawson2020 · 4 citationsarXiv
Range-Net: A High Precision Streaming SVD for Big Data Applications2010.14226v6 · Gurpreet Singh, Soumyajit Gupta, Matthew Lease et al.2020 · 5 citationsarXiv
Discontinuous Galerkin methods for a dispersive wave hydro-sediment-morphodynamic model2010.06167v1 · Kazbek Kazhyken, Juha Videman, Clint Dawson2020 · 5 citationsarXiv
Automatic Variationally Stable Analysis for Finite Element Computations: Transient Convection-Diffusion Problems2010.00057v3 · Eirik Valseth, Pouria Behnoudfar, Clint Dawson et al.2020 · 1 citationarXiv
Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion2009.06918v3 · Steven Mattis, Kyle Robert Steffen, Troy Butler et al.2020 · 11 citationsarXiv
Prevention is Better than Cure: Handling Basis Collapse and Transparency in Dense Networks2008.09878v1 · Gurpreet Singh, Soumyajit Gupta, Clint N. Dawson2020 · 0 citationsarXiv
An Unconditionally Stable Space-Time FE Method for the Korteweg-de Vries Equation2006.06760v1 · Eirik Valseth, Clint Dawson2020 · 4 citationsComputer Methods in Applied Mechanics and Engineering Volume 371, 1 November 2020, 113297
Discontinuous Galerkin methods for a dispersive wave hydro-morphodynamic model with bed-load transport2005.00920v3 · Kazbek Kazhyken, Juha Videman, Clint Dawson2020 · 5 citationsarXiv
Adaptive Total Variation Stable Local Timestepping for Conservation Laws2003.09020v1 · Maximilian Bremer, John Bachan, Cy Chan et al.2020 · 2 citationsarXiv
TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes2003.02426v2 · Gurpreet Singh, Soumyajit Gupta, Matt Lease et al.2020 · 2 citationsarXiv
Quantifying Uncertainties in Fault Slip Distribution during the Tōhoku Tsunami using Polynomial Chaos1607.07414v2 · Ihab Sraj, Kyle T. Mandli, Omar M. Knio et al.2016 · 12 citationsarXiv
Upscaling transport of a reacting solute through a peridocially converging-diverging channel at pre-asymptotic times.26310883 · Sund, Nicole L, Bolster, Diogo, Dawson, Clint2016 · 36 citationsJournal of contaminant hydrology. 2015;182:1-15
Definition and solution of a stochastic inverse problem for the Manning's n parameter field in hydrodynamic models.25937695 · Butler, T, Graham, L, Estep, D et al.2020 · 30 citationsAdvances in water resources. 2015;78:60-79
Solving Stochastic Inverse Problems using Sigma-Algebras on Contour Maps1407.3851v1 · Troy Butler, Don Estep, Simon Tavener et al.2014 · 6 citationsarXiv
Adaptive Mesh Refinement for Storm Surge1401.5744v1 · Kyle T. Mandli, Clint N. Dawson2014 · 98 citationsarXiv
Nearshore sticky waters1307.0588v2 · Juan M. Restrepo, Shankar C. Venkataramani, Clint Dawson2013 · 14 citationsOcean Modelling, 80, 49, (2014)
The regularizing Levenberg-Marquardt scheme for history matching of petroleum reservoirs,1302.3501v1 · Marco Iglesias, Clint Dawson2013 · 31 citationsarXiv
Dynamic p-enrichment schemes for multicomponent reactive flows1104.3834v1 · C. Michoski, C. Mirabito, C. Dawson et al.2011 · 6 citationsarXiv
Adaptive hierarchic transformations for dynamically -enriched slope-limiting over discontinuous Galerkin systems of generalized equations1012.5826v3 · C. Michoski, C. Mirabito, C. Dawson et al.2010 · 29 citationsarXiv
Career total: 383 works. 49 are in this corpus.
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