Journal Paper

• Hu Guanghao, Moon Jo A, Tomohiro Hayashi. Protein Classes Predicted by Molecular Surface Chemical Features: Machine Learning-Assisted Classification of Cytosol and Secreted Proteins, J Phys Chem B, 128, 35, 8423-8436, Aug. 2024.
• Jooa Moon, Guanghao Hu, Tomohiro Hayashi. Application of Machine Learning in the Quantitative Analysis of the Surface Characteristics of Highly Abundant Cytoplasmic Proteins: Toward AI-Based Biomimetics, Biomimetics, Volume 9, Issue 3, 162, Mar. 2024.

Domestic Conference (Not reviewed / Unknown)

• Ayano NOMURA, Guanghao HU, Jooa MOON, Tomohiro HAYASH. Protein Classes Predicted by Molecular Surface Chemical Features: Machine Learning-Assisted Classification of Cytosol and Secreted Proteins, 34th Annual Meeting of MRS-J, Dec. 2024.

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