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List of works by Lauren Takahashi

Creating Machine Learning-Driven Material Recipes Based on Crystal Structure

scientific article published on 08 January 2019

Data Driven Determination in Growth of Silver from Clusters to Nanoparticles and Bulk

scientific article published on 08 July 2019

Data-Driven Identification of the Reaction Network in Oxidative Coupling of the Methane Reaction via Experimental Data

scientific article published on 17 January 2020

Designing Catalyst Descriptors for Machine Learning in Oxidative Coupling of Methane

scientific article published in 2022

Multidimensional Classification of Catalysts in Oxidative Coupling of Methane through Machine Learning and High-Throughput Data

scientific article published on 07 August 2020

Redesigning the Materials and Catalysts Database Construction Process Using Ontologies

scientific article published on 17 August 2018

Representing Catalytic and Processing Space in Methane Oxidation Reaction via Multioutput Machine Learning

scientific article published on 08 January 2021

Representing the Methane Oxidation Reaction via Linking First-Principles Calculations and Experiment with Graph Theory

scientific article published on 30 December 2020

Synthesis of Heterogeneous Catalysts in Catalyst Informatics to Bridge Experiment and High-Throughput Calculation

scientific article published in 2022

Unveiling gas‐phase oxidative coupling of methane via data analysis

scientific article published on 21 May 2021

Visualizing Scientists' Cognitive Representation of Materials Data through the Application of Ontology

scientific article published on 22 November 2019