Fitria Wulandari Ramlan

Thanks for stopping by my page!

I'm a PhD Candidate in Artificial Intelligence at the School of Computer Science, University of Galway, Ireland. Under the supervision of Dr. James McDermott and Dr. Colm O'Riordan, I specialise in interpretable machine learning through symbolic regression and genetic programming, developing transparent mathematical models for regression that balance accuracy with interpretability. My research covers synthetic data generation for limited and extrapolation settings, model selection criteria for symbolic regression, hybrid penalties for extrapolation instability and input sensitivity, and applications to climate-energy surrogate modelling.

Beyond work, I find joy in exploring creative projects and sharing knowledge through my research!