research
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05/15/2023
Phase Field Modeling and Numerical Algorithm for Two-Phase Dielectric Fluid Flows
We develop a method for modeling and simulating a class of two-phase flo...
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01/24/2022
Numerical Approximation of Partial Differential Equations by a Variable Projection Method with Artificial Neural Networks
We present a method for solving linear and nonlinear PDEs based on the v...
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10/27/2021
On Computing the Hyperparameter of Extreme Learning Machines: Algorithm and Application to Computational PDEs, and Comparison with Classical and High-Order Finite Elements
We consider the use of extreme learning machines (ELM) for computational...
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01/04/2021