Muhammad Luthfi Shahab

According to our database, Muhammad Luthfi Shahab authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

Do physics-informed neural networks (PINNs) need to be deep? Shallow PINNs using the Levenberg-Marquardt algorithm.

Muhammad Luthfi Shahab, Imam Mukhlash, Hadi Susanto

CoRR, February, 2026

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, July, 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

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

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., January, 2024

Neural networks for bifurcation and linear stability analysis of steady states in partial differential equations.

Muhammad Luthfi Shahab, Hadi Susanto

Appl. Math. Comput., 2024