Editorial Board

53 Editors in 10 Countries/Regions

China (24)
USA (14)
Australia (3)
Japan (3)
Germany (2)
Singapore (2)
Belgium (1)
Canada (1)
Norway (1)
Sweden (1)

Editor-in-Chief

Tong-Yi Zhang

mezhangt@ust.hk

Department of Mechanical and Aerospace Engineering, The Hong Kong University of Science and Technology (Guangzhou), Guangzhou, Guangdong, China.
Materials Genome Institute, Shanghai University, Shanghai, China.

Research Interests: Mechanical properties of materials; Micro/nanomechanics; Materials informatics; Mechanics informatics

Contributions:

Informatics is fueling new materials discovery

New tool in the box

Recent progress in the data-driven discovery of novel photovoltaic materials

Domain knowledge-guided interpretive machine learning: formula discovery for the oxidation behavior of ferritic-martensitic steels in supercritical water

Executive Editor

Xingjun Liu

School of Materials Science and Engineering, Harbin Institute of Technology, Shenzhen, Guangdong, China.

Research Interests: Machine learning and data research; Material design theory; Material genetic engineering; Metal materials; Composite materials; Superalloys

Contributions:

Machine learning-accelerated first-principles predictions of the stability and mechanical properties of L12-strengthened cobalt-based superalloys

Informatics is fueling new materials discovery

Machine learning-guided design and development of metallic structural materials

Advisory Editors

Gerbrand Ceder

Department of Materials Science and Engineering, University of California, Berkeley, CA, USA.

Research Interests: Energy storage; Computational modeling; Machine learning

Li-Quan Chen

Institute of Physics, Chinese Academy of Sciences, Beijing, China.

Research Interests: Nano-ionics materials; New energy materials; Lithium ion battery; Fuel cells

Huajian Gao

College of Engineering & College of Science, Nanyang Technological University, Singapore, Singapore.

Research Interests: Solid Mechanics; Nanomechanics; Biomechanics; Fracture mechanics; Thin film mechanics; Hydrogen embrittlement

Dongying Ju

Department of High-Tech Research Center, Saitama Institute of Technology, Fukaya, Saitama, Japan.

Research Interests: Material processing; Ceramics; Nano-material; Functional materials

Peter W. Voorhees

Department of Materials Science and Engineering, Northwestern University, Evanston, IL, USA.

Research Interests: Kinetics of phase transformations; Simulations of phase transformations; Thermodynamics

Weihua Wang

Institute of Physics, Chinese Academy of Sciences, Beijing, China.

Research Interests: Amorphous Physics; Multicomponent metallic glasses

Haibo Zeng

Department of Materials Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jaingsu, China.

Research Interests: 2D materials; Perovskite Quantum Dots; Machine learning

Gang Zhang

Yangtze Delta Region Academy of Beijing Institute of Technology (Jiaxing), Jiaxing, Zhejiang, China.

Research Interests: Thermal Management in Nanoscale; Computational material science

Wenqing Zhang

Department of Materials Science and Engineering, Southern University of Science and Technology,Shenzhen, Guangong, China

Research Interests: Transport physics of electrons/phonons; Advanced thermoelectric materials design;Low-dimensional materials; Machine Learing; High-throughput computing

Associate Editors

Ankit Agrawal

Department of Electrical and Computer Engineering, Northwestern University, Evanston, IL, USA.

Research Interests: Artificial intelligence; High performance data mining; Materials informatics; Healthcare informatics; Social media analytics; Bioinformatics

Rajeev Ahuja

Department of Physics and Astronomy, Uppsala University, Uppsala, Sweden.

Research Interests: First-principles; Solar cell; Organic batteries; Molecular electronics; Hydrogen storage; Solar fuel production (Photoelectrocatalysis)

Danial Jahed Armaghani

School of Civil and Environmental Engineering, University of Technology Sydney, Ultimo, NSW, Australia.

Research Interests:  Rock mechanics; Concrete technology; Tunnelling; Geotechnical engineering; Artificial intelligence and Optimization algorithms

Ke-Qiu Chen

Department of Applied Physics, School of Physics and Electronics, Hunan University, Changsha, Hunan, China.

Research Interests: Thermal transport theory and thermal control devices; Nanoscale and molecular electronics; Thermoelectric conversion and new energy

Long-Qing Chen

Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA, USA.

Research Interests: Structural materials; Functional materials; Multiferroic heterostructures; Polymer composites; Energy materials; Multiscale phase-field models

Contributions:

Magnetic-field driven domain wall evolution in rhombohedral magnetostrictive single crystals: a phase-field simulation

Zhongfang Chen

Department of Chemistry, University of Puerto Rico, San Juan, Puerto Rico, USA.

Research Interests: Computational materials design; High throughput materials screening; Energy storage and conversion; Nanoelectronics; Environmental remediation

Contributions:

CuB monolayer: a novel 2D anti-van’t Hoff/Le Bel nanostructure with planar hyper-coordinate boron/copper and superconductivity

M. Jamal Deen

Electrical and Computer Engineering Department, School of Biomedical Engineering, McMaster University, Hamilton, Canada.

Research Interests: Biomedical electronics; Biomedical technologies; CMOS image sensors; Device modeling; Smart sensors

Contributions:

Towards wearable sensing-based precise and rapid responding system for the early detection of future pandemic

Xiang-Dong Ding

State Key Laboratory for Mechanical Behavior of Materials, Xi'an Jiaotong University, Xi'an, Shaanxi, China.

Research Interests: Multi-scale computational simulation; Metallic materials; Molecular dynamics simulation; Mechanical behavior of materials; Monte Carlo simulation; Alloys; Microstructure; Solid state physics; Thin films; Material characterization

Contributions:

Taking materials dynamics to new extremes using machine learning interatomic potentials

Influence of kinks on the interaction energy between ferroelastic domain walls in membranes and thin films

Special Issue:

Computational modeling, Machine Learning and Data mining in Ferroic Materials

Chuang Dong

School of Materials Science and Engineering, Dalian University of Technology, Dalian, Liaoning, China.

Research Interests: Complex superalloy materials; Materials engineering; Plasma; Material characterization; Bulk metallic glasses

Contributions:

Composition genes in materials

Yong Du

State Key Laboratory of Powder Metallurgy, Central South University, Changsha, Hunan, China.

Research Interests: Phase diagram thermodynamics; Diffusion and interface reaction; Material performance measurement and calculation simulation; Material microstructure evolution simulation

Contributions:

Development of robust surfaces for harsh service environments from the perspective of phase formation and transformation

Somnath Ghosh

Departments of Civil & Systems Engineering, Mechanical Engineering and Materials Science & Engineering, Johns Hopkins University, Baltimore, MD, USA.

Research Interests: Computational engineering and sciences integrating computational mechanics and physics; Computational materials science and integrated computational materials engineering (ICME) with emphasis on multiscale modeling, structure-materials modeling and Simulations, Multi-Physics Modeling of Multi-Functional Materials; Materials Characterization; Process Modeling; Machine Learning; Uncertainty quantification; Additive manufacturing

Ming Hu

Department of Mechanical Engineering, University of South Carolina, Columbia, SC, USA.

Research Interests: Micro-/Nano-scale thermal transport; Energy materials; Energy conversion; Multi-scale simulation; Phase change materials; Nanomaterials; Molecular dynamics simulation

Contributions:

Crystal structure prediction using neural network potential and age-fitness Pareto genetic algorithm

Kevin Huang

Department of Mechanical Engineering, University of South Carolina, Columbia, SC, USA.

Research Interests: Solid oxide electrochemical cells; Storage batteries; Gas separation membranes; Solid state defect chemistry and electrochemistry; Multiscale computational modeling

Qing Jiang

Key Laboratory of Automobile Materials, Department of Materials Science and Engineering, Jilin University, Changchun, Jilin, China.

Research Interests: Nanomaterials thermal/dynamic research; Efficient catalytic and energy storage materials; Reaction kinetics; Proton transport dynamics

Sergei V Kalinin

Center for Nanophase Materials Sciences, Oak Ridge National Laboratory, Oak Ridge, TN, USA.

Research Interests: Scanning probe microscopy; Electron microscopy; Machine learning; Ferroelectrics; Atomic fabrication; Multivariate data analysis

Rika Kobayashi

National Computational Infrastructure, Australian National University, Canberra, ACT, Australia.

Research Interests: Computational chemistry; High Performance Computing; Machine Learning; Materials Science

Special Issue:

“Unlocking the AI Future of Materials Science”: Selected Papers from the International Workshop on Data-driven Computational and Theoretical Materials Design (DCTMD)

Hao Li

Digital Catalysis & Battery Lab (DigCat & DigBat), Advanced Institute for Materials Research (WPI-AIMR), Tohoku University, Japan.

Research Interests: AI for materials; Catalysis theory; Digital catalysis; Machine learning; Density functional theory

Qian Li

College of Materials Science and Engineering, Chongqing University, Chongqing, China.

Research Interests: Phase equilibrium and thermodynamics; Kinetics of phase transformation; Magnesium alloy; Aluminum alloy; Hydrogen storage materials

Contributions:

Graph neural networks for molecular and materials representation

Zi-Kui Liu

Department of Materials Science and Engineering, The Pennsylvania State University, University Park, PA, USA.

Research Interests: Additive manufacturing; Chemistry; Computational materials; Ferroelectrics; Metals

Contributions:

Generative deep learning as a tool for inverse design of high entropy refractory alloys

Qian Ma

Centre for Additive Manufacturing, School of Engineering, RMIT University, Melbourne, Victoria, Australia.

Research Interests: Advanced manufacturing; Addictive manufacturing; 3D metal printing; Physical metallurgy; Powder metallurgy; Modelling

Bohayra Mortazavi

Department of Mathematics and Physics, Leibniz Universität Hannover, Leibniz Universität Hannover, Welfengarten, Hannover, Germany.

Research Interests: Machine learning; Multiscale modeling; Energy storage/conversion; Advanced materials

Feng Pan

School of Advanced Materials, Peking University, Shenzhen Graduate School, Shenzhen, Guangdong, China.

Research Interests: Battery materials; Material gene science and engineering; High performance lithium battery; Energy conversion materials and devices

Contributions:

Generative models for inverse design of inorganic solid materials

Gian-Marco Rignanese

Institute of Condensed Matter and Nanosciences, Université catholique de Louvain, Louvain-la-Neuve, Walloon Brabant, Belgium.

Research Interests: First-principles simulations; Machine learning; Advanced materials; Energy storage

Contributions:

Accurate experimental band gap predictions with multifidelity correction learning

Lei Shen

Department of Mechanical Engineering, National University of Singapore, Singapore City, Singapore.

Research Interests: Multiscale modeling and simulation; Molecular dynamics; Density functional theory; Finite element method; Materials informatics

Contributions:

Local environment interaction-based machine learning framework for predicting molecular adsorption energy

Xiaoyan Song

College of Materials Science and Engineering, Beijing University of Technology, Beijing, China.

Research Interests: Metallic nanomaterials; Computational materials science; Materials thermodynamics; WC based cemented carbides; Rare earth functional materials

Contributions:

Integrating computational materials science and materials informatics for the modeling of phase stability

David J. Srolovitz

Department of Mechanical Engineering, The University of Hong Kong, Hong Kong, China.

Research Interests: Microstructural evolution; Defects; Deformation; Film growth; Metals and alloys; 2D materials

Yan-Jing Su

Institute for Advanced Materials and Technology, University of Science and Technology Beijing, Beijing, China.

Research Interests: Nanomechanics; Materials data science; Environmental reliability of functional materials; Microscopic mechanism of hydrogen embrittlement and stress corrosion of materials

Contributions:

A mini review of machine learning in inorganic phosphors

Zhimei Sun

School of Materials Science and Engineering, Beihang University, Beijing, China.

Research Interests: Artificial Intelligence Research on Advanced Materials; Computational Materials Science; Semiconductor Materials; High Performance Structural Materials

Hong Wang

Materials Genome Initiative Center, Shanghai Jiaotong University, Shanghai, China.

Research Interests: Material genetic engineering; Material informatics; High-throughput material preparation and characterization; Functional film materials; New information storage materials

Contributions:

A metadata schema for lattice thermal conductivity from first-principles calculations

Wei Wang

Data Science and Analytics Thrust, Information Hub, The Hong Kong University of Science & Technology (Guangzhou), Guangzhou, Guangdong, China.

Research Interests: Databases systems; Algorithms; Artificial Intelligence; Query processing and optimization; Integration of DB and AI technologies; Knowledge graphs and natural language processing; Adversarial machine learning

Yun-Zhi Wang

Department of Materials Science and Engineering, The Ohio State University, Columbus, OH, USA.

Research Interests: Structural materials; Functional materials; Materials phenomena; Computational materials science and engineering

Xiao-Dong Xiang

Department of Material Science and Engineering, Southern University of Science and Technology, Shenzhen, Guangdong, China.

Research Interests: High throughput synthesis; Screening and characterization of combinatorial material chips; Metallic glass; High entropy alloy; Battery and functional materials

Zhiliang Zhang

Department of Structural Engineering, Norwegian University of Science and Technology, Trondheim, Trondelag, Norway.

Research Interests: Damage mechanics; Fracture mechanics; Additive manufacturing; Hydrogen embrittlement; Multi-scale computational simulation approaches

Ji-Cheng Zhao

Department of Materials Science and Engineering, University of Maryland, College Park, MD, USA.

Research Interests: High-throughput materials science methodologies; Computational thermodynamics; Design of advanced alloys and coatings; Hydrogen and energy storage materials

Xiaoying Zhuang

Department of Mathematics and Physics, Leibniz Universität Hannover, Hanover, Germany.

Research Interests: Computational mechanics, Materials design

Contributions:

Machine learning assisted intelligent design of meta structures: a review

Editorial Board Members

Miao Liu

Songshan Lake Materials Laboratory, Dongguan, Guangdong, China.

Research Interests: AI for materials; Data driven; First principles; Machine learning

Sergei Manzhos

School of Materials and Chemical Technology, Institute of Science Tokyo, Tokyo, Japan.

Research Interests: Machine learning; Computational modeling and design of materials; Metal ion batteries; Solar cells; Molecular dynamics

Yaqiong Su

School of Chemistry, Xi'an Jiaotong University, Xi'an, Shaanxi, China.

Research Interests: Heterogeneous catalysis simulation; Spectroscopic electrochemistry; Artificial intelligence-assisted design of key materials for batteries; Battery safety supervision and management system

Special Issue:

Biofuels and Carbon Resource Utilization

Chaolin Tan

Singapore Institute of Manufacturing Technology, Singapore, Singapore

Research Interests: Additive manufacturing; Machine learning; Materials innovation

Xiaonan Wang

Department of Chemical Engineering, Tsinghua University, Beijing, China.

Research Interests: AI for Materials; Machine Learning; Multi-scale modelling; Energy; Smart and Sustainable development

Yong Xu

Department of Physics, Tsinghua University, Beijing, China.

Research Interests: Theoretical and Computational Condensed Matter Physics; Topological Quantum States; First-Principles Materials Calculation and Design; AI+Science

Kesong Yang

Department of NanoEngineering, University of California, San Diego, CA, USA.

Research Interests: Materials design, DFT, High-throughput calculations

All members of the Editorial Board have identified their affiliated institutions or organizations, along with the corresponding country or geographic region. OAE Publishing Inc. remains neutral with regard to any jurisdictional claims.

Journal of Materials Informatics
ISSN 2770-372X (Online)
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