Clint N. Dawson

Publication Activity (10 Years)

Years Active: 1996-2022
Publications (10 Years): 8

Top Topics

Parameter Estimation

Simulation Data

High Temporal Resolution

Top Venues

J. Comput. Phys.

Publications

Michael Pilosov, Carlos del-Castillo-Negrete, Tian Yu Yen, Troy D. Butler, Clint N. Dawson
Parameter Estimation with Maximal Updated Densities. CoRR (2022)
Mark Loveland, Eirik Valseth, Matt Lukac, Clint N. Dawson
Extending FEniCS to Work in Higher Dimensions Using Tensor Product Finite Elements. CoRR (2022)
Gurpreet Singh, Soumyajit Gupta, Matt Lease, Clint N. Dawson
TIME: A Transparent, Interpretable, Model-Adaptive and Explainable Neural Network for Dynamic Physical Processes. CoRR (2020)
Steven Mattis, Kyle Robert Steffen, Troy D. Butler, Clint N. Dawson, Donald J. Estep
Learning Quantities of Interest from Dynamical Systems for Observation-Consistent Inversion. CoRR (2020)
Gurpreet Singh, Soumyajit Gupta, Clint N. Dawson
Prevention is Better than Cure: Handling Basis Collapse and Transparency in Dense Networks. CoRR (2020)
Wei Li, Amin Kiaghadi, Clint N. Dawson
High Temporal Resolution Rainfall Runoff Modelling Using Long-Short-Term-Memory (LSTM) Networks. CoRR (2020)
Maria Esteva, Craig Jansen, Pedro Arduino, Mahyar Sharifi-Mood, Clint N. Dawson, Josue Balandrano Coronel
Curation and Publication of Simulation Data in DesignSafe, a Natural Hazards Engineering Open Platform and Repository. Publ. 7 (3) (2019)
C. J. Trahan, Gaurav Savant, R. C. Berger, Matthew W. Farthing, T. O. McAlpin, L. Pettey, G. K. Choudhary, Clint N. Dawson
Formulation and application of the adaptive hydraulics three-dimensional shallow water and transport models. J. Comput. Phys. 374 (2018)
Carol S. Woodward, Clint N. Dawson
Analysis of Expanded Mixed Finite Element Methods for a Nonlinear Parabolic Equation Modeling Flow into Variably Saturated Porous Media. SIAM J. Numer. Anal. 37 (3) (2000)
Clint N. Dawson, C. J. van Duijn, R. E. Grundy
Large Time Asymptotics in Contaminant Transport in Porous Media. SIAM J. Appl. Math. 56 (4) (1996)