Publications

Can Polat, Mustafa Kurban, Hasan Kurban (2024). Multimodal Neural Network-Based Predictive Modeling of Nanoparticle Properties from Pure Compounds. Machine Learning: Science and Technology.

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Can Polat, Hasan Kurban, Mustafa Kurban (2024). QuantumShellNet: Ground-state eigenvalue prediction of materials using electronic shell structures and fermionic properties via convolutions. Computational Materials Science.

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Mustafa Kurban, Can Polat, Erchin Serpedin, Hasan Kurban (2024). Enhancing the electronic properties of TiO2 nanoparticles through carbon doping: An integrated DFTB and computer vision approach. Computational Materials Science.

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Can Polat, Gizem Nuran Yapici, Sepehr Elahi, Parviz Elahi (2023). High-precision laser focus positioning of rough surfaces by deep learning. Optics and Lasers in Engineering.

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Can Polat, Alper Güngör, Mustafa Yorulmaz, Bilal Kızılelma, Tolga Çukur (2023). A Transformer-Based Real-Time Focus Detection Technique for Wide-Field Interferometric Microscopy. 2023 31st Signal Processing and Communications Applications Conference (SIU).

Can Polat, Gizem Nuran Yapıcı, Sepehr Elahi, Parviz Elahi (2022). Noise Robust High Precision and Real-Time Focus Detection for Laser Micromanaging. CLEO: Applications and Technology.

Sepehr Elahi, Can Polat, Omid Safarzadeh, Parviz Elahi (2022). Noise robust focal distance detection in laser material processing using CNNs and Gaussian processes. Optics, Photonics and Digital Technologies for Imaging Applications VII.

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Can Polat, Gizem Nuran Yapici, Sepehr Elahi, Parviz Elahi (2022). Machine learning-based high-precision and real-time focus detection for laser material processing systems. Optics, Photonics and Digital Technologies for Imaging Applications VII.

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