Scymol: A python-based software package for initializing and running molecular dynamics simulations using LAMMPS. - Eli I. Assaf; Elsa Maalouf; Xueyan Liu 014; Peng Lin; Sandra Erkens (SoftwareX, 2025)

Prediction of the Geomechanical Properties of Anisotropic Reservoirs From Acoustic Logs Using Machine Learning. - Elsa Maalouf; Hayssam Chebli; Alissar Yehya (IEEE Trans. Geosci. Remote. Sens., 2025)