Publications of Ray Miyazaki

All genres

Journal Article (4)

2024

Journal Article

Miyazaki, Ray, Kendra S. Belthle, Harun Tüysüz, Lucas Foppa and Matthias Scheffler: Materials Genes of CO₂ Hydrogenation on Supported Cobalt Catalysts: An Artificial Intelligence Approach Integrating Theoretical and Experimental Data.

MPG.PuRe

DOI

publisher-version

Journal Article

Miyazaki, Ray, Somayeh Faraji, Sergey V. Levchenko, Lucas Foppa and Matthias Scheffler: Vibrational frequencies utilized for the assessment of exchange-correlation functionals in the description of metal-adsorbate systems: C₂H₂ and C₂H₄ on transition-metal surfaces.

MPG.PuRe

DOI

pre-print

publisher-version

2022

Journal Article

Belthle, Kendra S., Tuğçe Beyazay, Cristina Ochoa-Hernández, Ray Miyazaki, Lucas Foppa, William F. Martin and Harun Tüysüz: Effects of Silica Modification (Mg, Al, Ca, Ti, and Zr) on Supported Cobalt Catalysts for H₂-Dependent CO₂ Reduction to Metabolic Intermediates.

MPG.PuRe

DOI

publisher-version

Journal Article

Miyazaki, Ray, Kenji Iida, Shohei Ohno, Tsuyoshi Matsuzaki, Takeyuki Suzuki, Mitsuhiro Arisawa and Jun-ya Hasegawa: Substrate-Assisted Reductive Elimination Determining the Catalytic Cycle: A Theoretical Study on the Ni-Catalyzed 2,3-Disubstituted Benzofuran Synthesis via C-O Bond Activation.

MPG.PuRe

DOI

Talk (2)

2023

Talk

Miyazaki, Ray: Identifying Materials Genes Describing Selectivity of Catalytic CO₂ Hydrogenation: An AI Approach With Theoretical and Experimental Data.

(Fundamentals of Heterogeneous Catalysis, FUNCAT 2023, Cardiff, UK, Mar 2023).

MPG.PuRe

2022

Talk

Miyazaki, Ray: AI With Experimental and Theoretical Data Toward the Understanding of CO₂ Hydrogenation Catalysis: The Role of the Supporting Materials.

(NOMAD Meeting, Revealing New and Novel Materials, Mechanisms, and Insights (a Perspective), Potsdam, Germany, Oct 2022).

MPG.PuRe