Journal Article
Preface
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : p. 0
Journal Article
Least-Squares Neural Network (LSNN) Method for Linear Advection-Reaction Equation: Non-Constant Jumps
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 609–628
Journal Article
Automated Detection and Characterization of Singularities in Functions Using Neural Networks-From FFT Signals
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 629–651
Journal Article
Deep Neural Network for Solving Differential Equations Motivated by Legendre-Galerkin Approximation
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 652–673
Journal Article
How Can Deep Neural Networks Fail Even with Global Optima?
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 674–696
Journal Article
Deep Surrogate Model for Learning Green’s Function Associated with Linear Reaction-Diffusion Operator
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 697–715
Journal Article
Parametric Model Reduction with Convolutional Neural Networks
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 716–738
Journal Article
Improving the Expressive Power of Deep Neural Networks Through Integral Activation Transform
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 739–763
Journal Article
Choice of Interior Penalty Coefficient for Interior Penalty Discontinuous Galerkin Method for Biot’s System by Employing Machine Learning
International Journal of Numerical Analysis and Modeling, Vol. 21 (2024), Iss. 5 : pp. 764–792