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 (Reviewed)

• Ayano Nomura, G. Hu, C. Komura, H. Kurioka, Tomohiro Hayashi. Identification of Proteins Adsorbed on Polymer Brush Films and Analysis of Surface Amino Acid Residues of the Proteins, 34th Annual Meeting of MRS-J, Dec. 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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