Lauren Takahashi

High-Throughput Experimentation and Catalyst Informatics for Oxidative Coupling of Methane

Thanh Nhat Nguyen, Thuy Tran Phuong Nhat, Ken Takimoto et al. · ACS Catalysis · 2019 · 174 citations

Chemical Engineering, Consistent Dataset, Engineering +13

Searching for Hidden Perovskite Materials for Photovoltaic Systems by Combining Data Science and First Principle Calculations

Keisuke Takahashi, Lauren Takahashi, Itsuki Miyazato et al. · ACS Photonics · 2018 · 105 citations

Engineering, Machine Learning, First Principle Calculations +18

The Rise of Catalyst Informatics: Towards Catalyst Genomics

Keisuke Takahashi, Lauren Takahashi, Itsuki Miyazato et al. · ChemCatChem · 2018 · 101 citations

Materials Science, Functional Genomics, Abstract Catalysis Research +15

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

Catalyst Acquisition by Data Science (CADS): a web-based catalyst informatics platform for discovering catalysts

Jun Fujima, Yuzuru Tanaka, Itsuki Miyazato et al. · Reaction Chemistry & Engineering · 2020 · 47 citations

Engineering, Business Intelligence, Industrial Engineering +23