Naoki Noto

Assistant Professor

Nagoya University

Japan

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About

Naoki Noto is an Assistant Professor at Nagoya University in Japan. His research focuses on the application of machine learning in catalysis, particularly in the prediction of catalytic activity of organic photosensitizers and the development of virtual molecular databases. Recent publications include studies on transfer learning, photocatalytic organic reactions, and database construction for hydrogenation processes.

Articles (11)

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2025

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2025

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2025

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2025

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2024

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2023

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2023

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2022

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2021

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2020

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2020

Collaborators (4)

Koichi Iwata

Gakushuin University

JAPAN

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Akira Yada

National Institute of Advanced Industrial Science and Technology (AIST)

JAPAN

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Susumu SAITO

Professor

Nagoya University

JAPAN

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Yoshihito Shiota

Associate professor

Kyushu University

JAPAN

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Naoki Noto

Research Interests

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Articles (11)

Transfer learning from custom-tailored virtual molecular databases to real-world organic photosensitizers for catalytic activity prediction

Study on Phosphorus Compound/Catechol‐Catalyzed Dehydrative Amidation and Its Database Development for Machine Learning

Transfer learning across different photocatalytic organic reactions

Database Construction for the Virtual Screening of the Ruthenium-Catalyzed Hydrogenation of Ketones

(PNCP)Ir vs (PNNP)Ir: Neutral Iridium Complex for Direct Hydrogenation of Carboxylic Acids

Machine‐Learning Classification for the Prediction of Catalytic Activity of Organic Photosensitizers in the Nickel(II)‐Salt‐Induced Synthesis of Phenols

Machine‐Learning Classification for the Prediction of Catalytic Activity of Organic Photosensitizers in the Nickel(II)‐Salt‐Induced Synthesis of Phenols

Arylamines as More Strongly Reducing Organic Photoredox Catalysts than fac-[Ir(ppy)3]

Simple generation of various α-monofluoroalkyl radicals by organic photoredox catalysis: modular synthesis of β-monofluoroketones

Laser Flash Photolysis Studies on Radical Monofluoromethylation by (Diarylamino)naphthalene Photoredox Catalysis: Long Lifetime of the Excited State is Not Always a Requisite

Transition Metal-Free Supramolecular Photoredox Catalysis in Water: A Phenoxazine Photocatalyst Encapsulated in V-Shaped Aromatic Amphiphiles

Collaborators (4)

Koichi Iwata

Akira Yada

Susumu SAITO

Yoshihito Shiota

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