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Machine learning-aided Genetic algorithm in investigating the structure–property relationship of SmFe12-based structures

Journal of applied physics, 2023-02, Vol.133 (6)

2023

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Explainable active learning in investigating structure–stability of SmFe12-α-βXαYβ structures X, Y {Mo, Zn, Co, Cu, Ti, Al, Ga}

MRS bulletin, 2023, Vol.48 (1), p.31-44

2023

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Machine learning reveals orbital interaction in materials

Science and technology of advanced materials, 2017-10, Vol.18 (1), p.756-765

2017

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Evidence-based data mining method to reveal similarities between materials based on physical mechanisms

Journal of applied physics, 2023-02, Vol.133 (5)

2023

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Pt–Co/C Cathode Catalyst Degradation in a Polymer Electrolyte Fuel Cell Investigated by an Infographic Approach Combining Three-Dimensional Spectroimaging and Unsupervised Learning

Journal of physical chemistry. C, 2019-08, Vol.123 (31), p.18844-18853

2019

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Boron cage effects on Nd–Fe–B crystal structure’s stability

The Journal of chemical physics, 2020-09, Vol.153 (11), p.114111-114111

2020

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Learning structure-property relationship in crystalline materials: A study of lanthanide–transition metal alloys

The Journal of chemical physics, 2018-05, Vol.148 (20), p.204106-204106

2018

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Variation of Local Structure and Reactivity of Pt/C Catalyst for Accelerated Degradation Test of Polymer Electrolyte Fuel Cell Visualized by Operando 3D CT‐XAFS Imaging

ChemNanoMat : chemistry of nanomaterials for energy, biology and more, 2022-04, Vol.8 (4), p.n/a

2022

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A regression-based model evaluation of the Curie temperature of transition-metal rare-earth compounds

Journal of physics. Conference series, 2019-10, Vol.1290 (1), p.12009

2019

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Solvent screening for efficient chemical exfoliation of graphite

2d materials, 2021-01, Vol.8 (1), p.15019

2021

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Machine learning-derived reaction statistics for 3D spectroimaging of copper sulfidation in heterogeneous rubber/brass composites

Communications materials, 2023-12, Vol.4 (1), p.88-10, Article 88

2023

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Towards understanding structure–property relations in materials with interpretable deep learning

npj computational materials, 2023-12, Vol.9 (1), p.215-12, Article 215

2023

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Explainable machine learning for materials discovery: predicting the potentially formable Nd–Fe–B crystal structures and extracting the structure–stability relationship

IUCrJ, 2020-11, Vol.7 (6), p.1036-1047

2020

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Thermoelectric Properties and Carrier Localization in Ultrathin Layer of Nb‐Doped MoS2

physica status solidi (b), 2018-09, Vol.255 (9), p.n/a

2018

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Learning Materials Properties from Orbital Interactions

Journal of physics. Conference series, 2019-10, Vol.1290 (1), p.12012

2019

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First-principles study of hydrogen-enhanced phosphorus diffusion in silicon

Journal of applied physics, 2016-01, Vol.119 (4)

2016

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Three-Dimensional Visualization of Adsorption Distribution in a Single Crystalline Particle of a Metal–Organic Framework

Journal of the American Chemical Society, 2024-04, Vol.146 (13), p.9181-9190

2024

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Committee machine that votes for similarity between materials

IUCrJ, 2018-11, Vol.5 (Pt 6), p.830-840

2018

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Ensemble learning reveals dissimilarity between rare-earth transition-metal binary alloys with respect to the Curie temperature

JPhys materials, 2019-07, Vol.2 (3), p.34009

2019

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Mussel-mimetic strong adhesive resin from bio-base polycoumarates

Polymer journal, 2011-10, Vol.43 (10), p.855-858

2011

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Estimating Ground-Level Hourly PM2.5 Concentrations in Thailand Using Satellite Data: A Log-Linear Model With Sum Contrast Analysis

IEEE journal of selected topics in applied earth observations and remote sensing, 2024, Vol.17, p.8203-8212

2024

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Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X‑ray Absorption Fine Structure

The journal of physical chemistry letters, 2021-06, Vol.12 (24), p.5781-5788

2021

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Novel mixture model for the representation of potential energy surfaces

The Journal of chemical physics, 2016-10, Vol.145 (15), p.154103-154103

2016

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The Knowledge‐Bridging Process in Software Offshoring from Japan to Vietnam

The Electronic journal of information systems in developing countries, 2014-06, Vol.64 (1), p.1-29

2014

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A systematic study of influence of ligand substitutions on the electronic structure and magnetic properties of Mn4 single-molecule magnets

Physical chemistry chemical physics : PCCP, 2009-01, Vol.11 (4), p.717-729

2009

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Machine learning-aided Genetic algorithm in investigating the structure–property relationship of SmFe12-based structures

Explainable active learning in investigating structure–stability of SmFe12-α-βXαYβ structures X, Y {Mo, Zn, Co, Cu, Ti, Al, Ga}

Machine learning reveals orbital interaction in materials

Evidence-based data mining method to reveal similarities between materials based on physical mechanisms

Pt–Co/C Cathode Catalyst Degradation in a Polymer Electrolyte Fuel Cell Investigated by an Infographic Approach Combining Three-Dimensional Spectroimaging and Unsupervised Learning

Boron cage effects on Nd–Fe–B crystal structure’s stability

Learning structure-property relationship in crystalline materials: A study of lanthanide–transition metal alloys

Variation of Local Structure and Reactivity of Pt/C Catalyst for Accelerated Degradation Test of Polymer Electrolyte Fuel Cell Visualized by Operando 3D CT‐XAFS Imaging

A regression-based model evaluation of the Curie temperature of transition-metal rare-earth compounds

Solvent screening for efficient chemical exfoliation of graphite

Machine learning-derived reaction statistics for 3D spectroimaging of copper sulfidation in heterogeneous rubber/brass composites

Towards understanding structure–property relations in materials with interpretable deep learning

Explainable machine learning for materials discovery: predicting the potentially formable Nd–Fe–B crystal structures and extracting the structure–stability relationship

Thermoelectric Properties and Carrier Localization in Ultrathin Layer of Nb‐Doped MoS2

Learning Materials Properties from Orbital Interactions

First-principles study of hydrogen-enhanced phosphorus diffusion in silicon

Three-Dimensional Visualization of Adsorption Distribution in a Single Crystalline Particle of a Metal–Organic Framework

Committee machine that votes for similarity between materials

Ensemble learning reveals dissimilarity between rare-earth transition-metal binary alloys with respect to the Curie temperature

Mussel-mimetic strong adhesive resin from bio-base polycoumarates

Estimating Ground-Level Hourly PM2.5 Concentrations in Thailand Using Satellite Data: A Log-Linear Model With Sum Contrast Analysis

Visualization of Structural Heterogeneities in Particles of Lithium Nickel Manganese Oxide Cathode Materials by Ptychographic X‑ray Absorption Fine Structure

Novel mixture model for the representation of potential energy surfaces

The Knowledge‐Bridging Process in Software Offshoring from Japan to Vietnam

A systematic study of influence of ligand substitutions on the electronic structure and magnetic properties of Mn4 single-molecule magnets

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