A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy. - Can Polat; Alper Güngör; Mustafa Yorulmaz; Bilal Kizilelma; Tolga Çukur (SIU, 2023)

Understanding the Capabilities of Molecular Graph Neural Networks in Materials Science Through Multimodal Learning and Physical Context Encoding. - Can Polat; Hasan Kurban; Erchin Serpedin; Mustafa Kurban (CoRR, 2025)

xChemAgents: Agentic AI for Explainable Quantum Chemistry. - Can Polat; Mehmet Tuncel; Hasan Kurban; Erchin Serpedin; Mustafa Kurban (CoRR, 2025)

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework. - Can Polat; Hasan Kurban; Erchin Serpedin; Mustafa Kurban (CoRR, 2025)

Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning. - Can Polat; Hasan Kurban; Erchin Serpedin; Mustafa Kurban (CoRR, 2025)