APA (7th ed.) Citation

Shahab, M. L., Mukhlash, I., & Susanto, H. (2026). Do physics-informed neural networks (PINNs) need to be deep? Shallow PINNs using the Levenberg-Marquardt algorithm.

Chicago Style (17th ed.) Citation

Shahab, Muhammad Luthfi, Imam Mukhlash, and Hadi Susanto. Do Physics-informed Neural Networks (PINNs) Need to Be Deep? Shallow PINNs Using the Levenberg-Marquardt Algorithm. 2026.

MLA (9th ed.) Citation

Shahab, Muhammad Luthfi, et al. Do Physics-informed Neural Networks (PINNs) Need to Be Deep? Shallow PINNs Using the Levenberg-Marquardt Algorithm. 2026.