Saifon Chaturantabut

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 7

Top Topics

Weighted Least Squares

Levenberg Marquardt

Top Venues

SIAM J. Sci. Comput.

J. Nonlinear Sci.

Publications

Norapon Sukuntee, Saifon Chaturantabut
Parametric Nonlinear Model Reduction Using Machine Learning on Grassmann Manifold with an Application on a Flow Simulation. J. Nonlinear Sci. 34 (4) (2024)
Siriwan Intawichai, Saifon Chaturantabut
A Missing Data Reconstruction Method Using an Accelerated Least-Squares Approximation with Randomized SVD. Algorithms 15 (6) (2022)
Saifon Chaturantabut
Stabilized model reduction for nonlinear dynamical systems through a contractivity-preserving framework. Int. J. Appl. Math. Comput. Sci. 30 (4) (2020)
Siriwan Intawichai, Saifon Chaturantabut
Missing Image Data Reconstruction Based on Least-Squares Approach with Randomized SVD. ICO (2020)
Chutipong Dechanubeksa, Saifon Chaturantabut
An Application of a Modified Gappy Proper Orthogonal Decomposition on Complexity Reduction of Allen-Cahn Equation. Algorithms 13 (6) (2020)
Norapon Sukuntee, Saifon Chaturantabut
Parametric Nonlinear Model Reduction Using K-Means Clustering for Miscible Flow Simulation. J. Appl. Math. 2020 (2020)
Saifon Chaturantabut, Christopher A. Beattie, Serkan Gugercin
Structure-Preserving Model Reduction for Nonlinear Port-Hamiltonian Systems. SIAM J. Sci. Comput. 38 (5) (2016)
Eric de Sturler, Serkan Gugercin, Misha Elena Kilmer, Saifon Chaturantabut, Christopher A. Beattie, Meghan O'Connell
Nonlinear Parametric Inversion Using Interpolatory Model Reduction. SIAM J. Sci. Comput. 37 (3) (2015)
Saifon Chaturantabut, Danny C. Sorensen
A State Space Error Estimate for POD-DEIM Nonlinear Model Reduction. SIAM J. Numer. Anal. 50 (1) (2012)
Anthony R. Kellems, Saifon Chaturantabut, Danny C. Sorensen, Steven J. Cox
Morphologically accurate reduced order modeling of spiking neurons. J. Comput. Neurosci. 28 (3) (2010)
Saifon Chaturantabut, Danny C. Sorensen
Nonlinear Model Reduction via Discrete Empirical Interpolation. SIAM J. Sci. Comput. 32 (5) (2010)
Saifon Chaturantabut, Danny C. Sorensen
Discrete Empirical Interpolation for nonlinear model reduction. CDC (2009)