Researcher basic information

• PhD, Hokkaido University, Mar. 2025
• MSc Science and Manufacturing Systems, Monterrey Institute of Technology, May 2019
• BSc Chemistry and Nanotechnology Engineering, Monterrey Institute of Technology, May 2016

• https://researchmap.jp/fgares?lang=en

• https://jglobal.jst.go.jp/detail?JGLOBAL_ID=202501002075951308
• https://orcid.org/0000-0003-0587-3372

• 01026310

• https://orcid.org/0000-0003-0587-3372

• 202501002075951308

Research activity information

• Web-based graphical interface for catalyst gene design and profiling
  Kenshin Shibata; Mikael Kuwahara; Yoshiki Hasukawa; Fernando Garcia-Escobar; Lauren Takahashi; Keisuke Takahashi
  Science and Technology of Advanced Materials: Methods, 31 Dec. 2026
  Scientific journal
• Effect of Vegetable Feedstock Minerals on Biochar Structure and CO2 Uptake
  Koki Sakamoto; Yoshiki Hasukawa; Rensuke Koiwai; Tomoya Tashiro; Fernando Garcia-Escobar; Lauren Takahashi; Keisuke Takahashi
  ACS Omega, 11 Aug. 2026
  Scientific journal
• Descriptor Identification and Synthesis of Bimetallic Catalysts for CO2 Methanation
  Yoshiki Hasukawa; Fernando Garcia-Escobar; Shun Nishimura; Lauren Takahashi; Keisuke Takahashi
  ACS Catalysis, 20 Feb. 2026
  Scientific journal
• Designing Anode Materials for Proton Exchange Membrane Electrolysis via Literature Data and Machine Learning
  Fernando Garcia-Escobar; Tomoya Tashiro; Naotoshi Miyasaka; Rensuke Koiwai; Lauren Takahashi; Keisuke Takahashi
  ACS Applied Energy Materials, 26 Jan. 2026
  Scientific journal
• Design rules for ternary CO2 hydrogenation catalysts via literature-sourced network construction and analysis
  Yoshiki Hasukawa; Fernando Garcia-Escobar; Shun Nishimura; Keisuke Takahashi; Lauren Takahashi
  Chemical Science, 2026
  Scientific journal
• Web-based graphical user interface for automated materials feature engineering for machine learning
  Yoshiki Hasukawa; Mikael Kuwahara; Fernando Garcia-Escobar; Lauren Takahashi; Toshiaki Taniike; Keisuke Takahashi
  Science and Technology of Advanced Materials: Methods, 31 Dec. 2025
  Scientific journal
• Automated Feature Engineering and Model Aggregation for Data-Driven Oxidative Coupling of Methane Catalyst Design
  Fernando Garcia-Escobar; Aya Fujiwara; Toshiaki Taniike; Keisuke Takahashi
  ACS Applied Materials & Interfaces, 25 Dec. 2025
  Scientific journal
• Compatibility Diagnosis for the Design of Oxidative Coupling of Methane Catalysts
  Kei Kobayashi; Fernando Garcia-Escobar; Yoshiki Hasukawa; Rensuke Koiwai; Lauren Takahashi; Keisuke Takahashi
  The Journal of Physical Chemistry Letters, 27 Nov. 2025
  Scientific journal
• Unique Phase Evolution and Multielemental Effects in Natural Rhodochrosite for Methane Oxidation
  Rensuke Koiwai; Fernando Garcia‐Escobar; Koki Sakamoto; Lauren Takahashi; Keisuke Takahashi
  Chemistry – A European Journal, 06 Nov. 2025
  Scientific journal
• Red Phosphorus‐Induced Transformation of Gold Mesh into Crystalline Gold Phosphide Mesh
  Hajime Suzuki; Shusaku Shoji; Fernando Garcia‐Escobar; Tomoya Tashiro; Hideki Abe; Keisuke Takahashi
  physica status solidi (RRL) – Rapid Research Letters, Oct. 2025
  Scientific journal
• Uncovering Design Principles in 2D Honeycomb–Kagome Magnetic Materials through High-Throughput Calculation
  Hajime Suzuki; Fernando Garcia-Escobar; Keisuke Takahashi
  The Journal of Physical Chemistry Letters, 10 Jul. 2025
  Scientific journal
• Development of an Open-Source 3D-Printed Material Synthesis Robot FLUID: Hardware and Software Blueprints for Accessible Automation in Materials Science
  Mikael Kuwahara; Yoshiki Hasukawa; Fernando Garcia-Escobar; Satoshi Maeda; Lauren Takahashi; Keisuke Takahashi
  ACS Applied Engineering Materials, 25 Apr. 2025
  Scientific journal
• Multidimensional Catalysis Data Representation for Designing Oxidative Coupling of Methane Catalysts
  Yoshiki Hasukawa; Fernando Garcia-Escobar; Keisuke Takahashi; Lauren Takahashi
  The Journal of Physical Chemistry C, 09 Jan. 2025
  Scientific journal
• Designing and synthesizing perovskites with targeted bandgaps via tailored descriptors
  Kenshin Shibata; Fernando Garcia-Escobar; Tomoya Tashiro; Lauren Takahashi; Keisuke Takahashi
  Chemical Science, 2025
  Scientific journal
• Design of low temperature La2O3 oxidative coupling of methane catalysts using feature engineering and automated sampling
  Fernando Garcia-Escobar; Lauren Takahashi; Ali Shaaban; Shun Nishimura; Keisuke Takahashi
  Catalysis Science & Technology, 2025
  Scientific journal
• Automatic Identification of X-ray Absorption Fine Structure Spectra via Machine Learning
  Naotoshi Miyasaka; Fernando Gracia-Escobar; Keisuke Takahashi
  The Journal of Physical Chemistry C, 24 Oct. 2024
  Scientific journal
• MonteCat: A Basin-Hopping-Inspired Catalyst Descriptor Search Algorithm for Machine Learning Models
  Fernando Garcia-Escobar; Toshiaki Taniike; Keisuke Takahashi
  Journal of Chemical Information and Modeling, 11 Mar. 2024
  Scientific journal
• Automatic feature engineering for catalyst design using small data without prior knowledge of target catalysis
  Toshiaki Taniike; Aya Fujiwara; Sunao Nakanowatari; Fernando García-Escobar; Keisuke Takahashi
  Communications Chemistry, 7, 1, Springer Science and Business Media LLC, 12 Jan. 2024
  Scientific journal
• Data-Driven Design and Understanding of Noble Metal-Based Water–Gas Shift Catalysts from Literature Data
  Fernando Garcia-Escobar; Shun Nishimura; Keisuke Takahashi
  The Journal of Physical Chemistry C, 06 Apr. 2023
  Scientific journal
• Halloysite silanization in polyethylene terephthalate composites for bottling and packaging applications
  Fernando Garcia-Escobar; Jaime Bonilla-Rios; Adriana Berenice Espinoza-Martinez; Patricia Cerda-Hurtado
  Journal of Materials Science, Springer Science and Business Media {LLC}, 04 Oct. 2021
  Scientific journal
• Film Growth of Tetragonal SnO2 on Glass Substrate by Dip-Coating Technique for Ethanol Sensing Applications
  Juan G. Sotelo; Jaime Bonilla-Ríos; Fernando García-Escobar; José L. Gordillo
  Coatings, 11, 3, 303, 303, MDPI AG, 06 Mar. 2021
  Scientific journal