Symbolic Regression for Interpretable Scientific Discovery. - Nour Makke; Mohammad Amin Sadeghi; Sanjay Chawla (BDA (Astronomy, Science, and Engineering), 2021)

Neuro-Symbolic Regression with Applications. - Nour Makke; Sanjay Chawla (BDA (Astronomy, Science, and Engineering), 2022)

Symbolic Regression: A Pathway to Interpretability Towards Automated Scientific Discovery. - Nour Makke; Sanjay Chawla (KDD, 2024)

Interpretable scientific discovery with symbolic regression: a review. - Nour Makke; Sanjay Chawla (Artif. Intell. Rev., 2024)

Inferring interpretable models of fragmentation functions using symbolic regression. - Nour Makke; Sanjay Chawla (Mach. Learn. Sci. Technol., 2025)

A Perspective on Symbolic Machine Learning in Physical Sciences. - Nour Makke; Sanjay Chawla (CoRR, 2025)