About Me
Hello, I'm Zinia Sultana Joti, a PhD student in Mechanical Engineering at the New Jersey Institute of Technology (NJIT).
At NJIT, I work under the guidance of of my advisor, Dr. Dibakar Datta, my co-advisors, Dr. Fatemeh Ahmadpoor, and Dr. Samaneh Farokhirad. My interdisciplinary research encompasses computational mechanics, biological materials, nanoparticle–membrane interactions, and applications of generative AI in biological materials.
I am passionate about leveraging computational methods and data-driven approaches to advance our understanding of complex biological systems and materials, while also exploring innovative applications of machine learning.
Research Interests
- Modeling of nanoparticle-membrane interactions
- Computational mechanics and molecular simulations
- Free energy calculations using statistical mechanics
- Natural language processing for scientific literature
- Generative AI and RAG pipelines
- Materials modeling and data-driven analysis
Current Research
- Mechanistic classification of nanoparticle-membrane interaction literature using natural language processing.
- Computational modeling of membrane deformation and nanocarrier binding.
- AI-assisted workflows for organizing and analyzing research papers.