Approximating periodic functions and solving differential equations using a novel type of Fourier Neural Networks. - Marieme Ngom; Oana Marin (CoRR, 2020)

Fourier neural networks as function approximators and differential equation solvers. - Marieme Ngom; Oana Marin (Stat. Anal. Data Min., 2021)

OS-net: Orbitally Stable Neural Networks. - Marieme Ngom; Carlo Graziani (CoRR, 2023)

Targeted Adaptive Design. - Carlo Graziani; Marieme Ngom (SIAM/ASA J. Uncertain. Quantification, 2024)

EAIRA: Establishing a Methodology for Evaluating AI Models as Scientific Research Assistants. - Franck Cappello; Sandeep Madireddy; Robert Underwood; Neil Getty; Nicholas Lee-Ping Chia; Nesar Ramachandra; Josh Nguyen; Murat Keçeli; Tanwi Mallick; Zilinghan Li; Marieme Ngom; Chenhui Zhang; et al. (CoRR, 2025)