Sepideh Fatemi

I am passionate about using machine learning to tackle real-world challenges. My work focuses on making machine learning models more interpretable, robust, and generalizable, bridging the gap between domain-specific knowledge and data-driven approaches. Currently, I work as a Graduate Research Assistant in the Knowledge Guided Machine Learning Lab (KGML), working under supervision of Professor Anuj Karpatne. My research focuses on Symbolic Regression using VLM and LLM to model complex physical systems, and also building robust large-scale time series models under different data quality scenarios.

I’m always open to discussing research, exploring collaboration opportunities, or exchanging ideas; feel free to reach out!