TAKAHASHI Lauren
Assistant Professor
Transforming chemical data-to-knowledge through implementation of ontology, graph theory, and informatics
Department of Chemistry, Inorganic and Analytical Chemistry
Theme | Designing semantics-based chemical and materials data to improve machine accessibility, increase knowledge output, and redesign material classification in order to improve material design. |
Field | Materials Informatics, Catalyst Reactions & Design, Ontology, Natural Language Processing, Computational Chemistry, Data Science, 2D Material Design |
Representative Achievements
"Constructing catalyst knowledge networks from catalyst big data in oxidative coupling of methane for designing catalysts", L Takahashi, TN Nguyen, S Nakanowatari, A Fujiwara, T Taniike, K Takahashi, Chemical Science (2021) 12 (38), 12546-12555
(Pick of the Week)(Cover Art)
"Representing the Methane Oxidation Reaction via Linking First-Principles Calculations and Experiment with Graph Theory", L Takahashi, J Ohyama, S Nishimura, K Takahashi, The Journal of Physical Chemistry Letters (2020) 12 (1), 558-568
"Visualizing Scientists’ Cognitive Representation of Materials Data through the Application of Ontology", L Takahashi, K Takahashi, The Journal of Physical Chemistry Letters (2019) 10 (23), 7482-7491
(Invited)
"Redesigning the materials and catalysts database construction process using ontologies", L Takahashi, I Miyazato, K Takahashi, Journal of Chemical Information and Modeling (2018) 58 (9), 1742-1754
"Creating machine learning-driven material recipes based on crystal structure", K Takahashi, L Takahashi, The Journal of Physical Chemistry Letters (2019) 10 (2), 283-288
Related industries
Chemical Industry, Information and Communication Industry, Energy Industry
Academic degree | Ph.D. |
Academic background | 2008, B.A., Department of Linguistics, The University of Arizona 2011, M.S., Department of Applied IT, Gothenburg University 2018, Research Assistant, Mi2i, National Institute for Materials Science 2019, Research Fellow, Department of Chemistry, Hokkaido University 2020, Ph.D, Department of Chemical System Engineering, The University of Tokyo 2022, Specially-appointed Assistant Professor, Department of Chemistry, Hokkaido University |
Affiliated academic society | American Chemical Society |