Marium Mostafiz Mou

Experience

1. Graduate Research Assistant

   Nc State Materials Science And Engineering

   Aug 2023 — Present

   Ph.D. researcher specializing in the development of machine learning interatomic potentials (MLIPs) through high-throughput DFT simulations and fully automated workflows. Experienced in training equivariant neural networks to model atomic-scale behavior in complex ceramic systems, including high-entropy carbides and BaTiO₃. Current research explores the use of universal MLIPs to uncover composition–property relationships, phase transitions, melting phenomena, and mechanical stability across diverse material classes.Proficient in deploying large-scale atomistic simulations using LAMMPS, VASP, and ML algorithm, with a strong background in deep learning for multi-component alloy systems. Contributed to advancing accelerated materials discovery by improving the transferability, efficiency, and interpretability of ML-based modeling frameworks. Proven record of interdisciplinary collaboration, instructional leadership, and data-driven scientific research.

Education

• Bangladesh University of Engineering and Technology

  Bachelor's degree, Naval Architecture and Marine Engineering

• Missouri State University

  Master's degree, Materials Science