Can Polat

According to our database, Can Polat authored at least 11 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2026

How Far Can You Grow? Characterizing the Extrapolation Frontier of Graph Generative Models for Materials Science.

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

CoRR, February, 2026

SCALAR: Quantifying Structural Hallucination, Consistency, and Reasoning Gaps in Materials Foundation Models.

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

CoRR, January, 2026

C2NP: A Benchmark for Learning Scale-Dependent Geometric Invariances in 3D Materials Generation.

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

CoRR, January, 2026

2025

QuantumCanvas: A Multimodal Benchmark for Visual Learning of Atomic Interactions.

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

CoRR, December, 2025

Stress-Testing Multimodal Foundation Models for Crystallographic Reasoning.

Can Polat, Hasan Kurban, Erchin Serpedin, Mustafa Kurban

CoRR, June, 2025

Beyond Atomic Geometry Representations in Materials Science: A Human-in-the-Loop Multimodal Framework.

Can Polat, Hasan Kurban, Erchin Serpedin, Mustafa Kurban

CoRR, June, 2025

xChemAgents: Agentic AI for Explainable Quantum Chemistry.

Can Polat, Mehmet Tuncel, Hasan Kurban, Erchin Serpedin, Mustafa Kurban

CoRR, May, 2025

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, May, 2025

CrysMTM: a multiphase, temperature-resolved, multimodal dataset for crystalline materials.

Can Polat, Erchin Serpedin, Mustafa Kurban, Hasan Kurban

Mach. Learn. Sci. Technol., 2025

2024

Multimodal neural network-based predictive modeling of nanoparticle properties from pure compounds.

Can Polat, Mustafa Kurban, Hasan Kurban

Mach. Learn. Sci. Technol., 2024

2023

A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy.

Can Polat, Alper Güngör, Mustafa Yorulmaz, Bilal Kizilelma, Tolga Çukur

Proceedings of the 31st Signal Processing and Communications Applications Conference, 2023