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Changhong Mou

Purdue University

610 Purdue Mall

West Lafayette, IN INDIANA 47907

United States

SCHOLARLY PAPERS

2

DOWNLOADS

108

TOTAL CITATIONS

0

Scholarly Papers (2)

1.

Energy-Dissipative Evolutionary Kolmogorov–Arnold Networks for Complex Pde Systems

Number of pages: 22 Posted: 07 Mar 2025
Guang Lin, Changhong Mou and Jiahao Zhang
Purdue University - Department of Mathematics, Purdue University and Purdue University
Downloads 61 (980,173)

Abstract:

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Kolmogorov-Arnold Networks (KANs), Scalar Auxiliary Variable (SAV) method, Evolutionary Neural Network, Partial Differential Equations

2.

Mopinnenkf: Iterative Model Inference Using Generic-Pinn-Based Ensemble Kalman Filter

Number of pages: 25 Posted: 12 Jun 2025
Binghang Lu, Changhong Mou and Guang Lin
Purdue University, Purdue University and Purdue University - Department of Mathematics
Downloads 47 (1,332,057)

Abstract:

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Physics Informed Neural Networks, Non-dominated Sorting Genetic Algorithm III, Kalman Filter, Missing Physics, Inverse Problem