Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations. - Muhammad Luthfi Shahab; Hadi Susanto (Appl. Math. Comput., 2024)

A deep-genetic algorithm (deep-GA) approach for high-dimensional nonlinear parabolic partial differential equations. - Endah Rokhmati Merdika Putri; Muhammad Luthfi Shahab; Mohammad Iqbal; Imam Mukhlash; Amirul Hakam; Lutfi Mardianto; Hadi Susanto (Comput. Math. Appl., 2024)

Corrigendum to "Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations" [Appl. Math. Comput. 483 (2024) 128985]. - Muhammad Luthfi Shahab; Hadi Susanto (Appl. Math. Comput., 2025)

A finite difference method with symmetry properties for the high-dimensional Bratu equation. - Muhammad Luthfi Shahab; Hadi Susanto; Haralampos Hatzikirou (Appl. Math. Comput., 2025)

Physics-informed neural networks for high-dimensional solutions and snaking bifurcations in nonlinear lattices. - Muhammad Luthfi Shahab; Fidya Almira Suheri; Rudy Kusdiantara; Hadi Susanto (CoRR, 2025)