Sunao Nakanowatari

Learning Catalyst Design Based on Bias-Free Data Set for Oxidative Coupling of Methane

Thanh Nhat Nguyen, Sunao Nakanowatari, Thuy Phuong Nhat Tran et al. · ACS Catalysis · 2021 · 53 citations

Engineering, Machine Learning, Decision Tree Classification +19

Designing Catalyst Descriptors for Machine Learning in Oxidative Coupling of Methane

Sora Ishioka, Aya Fujiwara, Sunao Nakanowatari et al. · ACS Catalysis · 2022 · 45 citations

Chemical Engineering, Engineering, Machine Learning +15

Automatic feature engineering for catalyst design using small data without prior knowledge of target catalysis

Toshiaki Taniike, Aya Fujiwara, Sunao Nakanowatari et al. · Communications Chemistry · 2024 · 36 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +22

Constructing catalyst knowledge networks from catalyst big data in oxidative coupling of methane for designing catalysts

Lauren Takahashi, Thanh Nhat Nguyen, Sunao Nakanowatari et al. · Chemical Science · 2021 · 26 citations · Full text

Extraction of Catalyst Design Heuristics from Random Catalyst Dataset and their Utilization in Catalyst Development for Oxidative Coupling of Methane

Sunao Nakanowatari, Thanh Nhat Nguyen, Hiroki Chikuma et al. · ChemCatChem · 2021 · 24 citations

Materials Science, Chemical Engineering, Catalytic Application +15