List of works - Keisuke Takahashi

Accelerating the discovery of hidden two dimensional magnets using machine learning and first principle calculations

scientific article published on 29 December 2017

Committee machine that votes for similarity between materials

scientific article published on 30 October 2018

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

Descriptors for predicting the lattice constant of body centered cubic crystal

scientific article published on May 2017

Designing Catalyst Descriptors for Machine Learning in Oxidative Coupling of Methane

scientific article published in 2022

Enhanced hydrogen desorption properties of LiAlH4 by doping lithium metatitanate

scientific article

Enhancing the hydrogen storage capacity of TiFe by utilizing clusters.

scientific article published in August 2014

H2 dissociation over NbO: the first step toward hydrogenation of Mg.

scientific article published on 11 September 2013

Iron oxide cluster induced barrier-free conversion of nitric oxide to ammonia.

scientific article published in March 2015

Materials informatics: a journey towards material design and synthesis.

scientific article published on 13 June 2016

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

scientific article published on 07 August 2020

Rapid estimation of activation energy in heterogeneous catalytic reactions via machine learning

scientific article published on 20 October 2018

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

Reversible Hydrogen Uptake by BN and BC3 Monolayers Functionalized with Small Fe Clusters: A Route to Effective Energy Storage

scientific article published on 15 March 2016

Rising Sun Envelope Method: An Automatic and Accurate Peak Location Technique for XANES Measurements

scientific article published on 25 February 2020

Selective Growth of Noble Gases at Metal/Oxide Interface.

scientific article published on 3 February 2016

Structural stability and electronic properties of an octagonal allotrope of two dimensional boron nitride.

scientific article published on 10 March 2017

Structural, Electronic, and Transport Properties of Hybrid SrTiO3-Graphene and Carbon Nanoribbon Interfaces

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