"AI-Driven Spatial Diagnostics: Decoupling Bulk and Interface Defects in Lead-Free Cs2AgSbBr6 Perovskite Solar Cells." (Journal Under Preparation) 

"Physics-Informed Feature Tokenizer Transformer for Bounded Extrapolation and Inverse Design of Lead-Free Double Perovskite Solar Cells" (Under Reviewed Journal) Abstract 

"Evaluating the Generalizability of Physics-Informed FT-Transformers through a Comparative Study of MASnI3 and FASnI3 Lead-Free Perovskite Solar Cells." (Under Reviewed Journal) Abstract 

"Unraveiling the photovoltaic potential of CsSnF3 for high-efficiency solar applications: Insights from first-principles theory and numerical simulation studies." (Under Reviewed Journal) Abstract 

"Explainable Multi-Task Deep Learning for Rapid Performance Prediction and Parameter Optimization of Lead-Free Cs2PtI6 Perovskite Solar Cells." (Accepted For Presentation)  Abstract