A new strategy for long-term complex oxidation of MAX phases: Database generation and oxidation kinetic model establishment with aid of machine learning

Semicrystalline SrTiO 3 ‐Decorated Anatase TiO 2 Nanopie as Heterostructure for Efficient Photocatalytic Hydrogen Evolution

(2022) Yilei He et al.   Small Methods

Machine-learning enabled thermodynamic model for the design of new rare-earth compounds

(2022) Prashant Singh et al.   ACTA MATERIALIA

Optimizing Electrocaloric Effect in Barium Titanate-based Room Temperature Ferroelectrics: Combining Landau Theory, Machine Learning and Synthesis

(2022) Ruihao Yuan et al.   ACTA MATERIALIA

Improving Symbolic Regression for Predicting Materials Properties with Iterative Variable Selection

(2022) Zhen Guo et al.   Journal of Chemical Theory and Computation

Identifying facile material descriptors for Charpy impact toughness in low-alloy steel via machine learning

(2022) Yimian Chen et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

High-throughput reaction engineering to assess the oxidation stability of MAX phases

(2021) D. Sauceda et al.   npj Computational Materials

Single-atom alloy catalysts designed by first-principles calculations and artificial intelligence

(2021) Zhong-Kang Han et al.   Nature Communications

Studying the micromechanical behaviors of a polycrystalline metal by artificial neural networks

(2021) Wei Dai et al.   ACTA MATERIALIA

Machine learning assisted design of FeCoNiCrMn high-entropy alloys with ultra-low hydrogen diffusion coefficients

(2021) Xiao-Ye Zhou et al.   ACTA MATERIALIA

Innovative Materials Science via Machine Learning

(2021) Chaochao Gao et al.   ADVANCED FUNCTIONAL MATERIALS

Towards a better understanding of the high-temperature oxidation of MAX phase Cr2AlC

(2021) A. Zuber et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Progress in cognition of gas-solid interface reaction for non-oxide ceramics at high temperature

(2020) Enhui Wang et al.   CRITICAL REVIEWS IN SOLID STATE AND MATERIALS SCIENCES

Fundamentals of Recurrent Neural Network (RNN) and Long Short-Term Memory (LSTM) network

(2020) Alex Sherstinsky   PHYSICA D-NONLINEAR PHENOMENA

Oxidation mechanisms in bulk Ti2AlC: Influence of the grain size

(2020) Wenbo Yu et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Oxidation behaviour of V2AlC MAX phase coatings

(2020) Clio Azina et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Prediction of composite microstructure stress-strain curves using convolutional neural networks

(2020) Charles Yang et al.   MATERIALS & DESIGN

Grain boundary slip transfer classification and metric selection with artificial neural networks

(2020) Zhuowen Zhao et al.   SCRIPTA MATERIALIA

Processing of MAX phases: From synthesis to applications

(2020) Jesus Gonzalez‐Julian   JOURNAL OF THE AMERICAN CERAMIC SOCIETY

Oxidation mechanism of MAX phases (Ti3AlC2 powders) with and without Sn doping

(2020) Chunyu Guo et al.   CORROSION SCIENCE

Oxidation kinetics of Ti3GeC2 MAX phase

(2019) Rahul B. Mane et al.   CORROSION SCIENCE

X-ray photoelectron spectroscopy studies of Ti1-Al N (0 ≤ x ≤ 0.83) high-temperature oxidation: The crucial role of Al concentration

(2019) G. Greczynski et al.   SURFACE & COATINGS TECHNOLOGY

Slip casting and pressureless sintering of Ti3AlC2

(2019) Yimin Gong et al.   Journal of Advanced Ceramics

Effect of Temperature on the Initial Oxidation Behavior and Kinetics of 5Cr Ferritic Steel in Air

(2018) Enhui Wang et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Probing the oxidation behavior of Ti 2 AlC MAX phase powders between 200 and 1000 °C

(2017) Zheng Zhang et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Comparison of the Reaction Behavior of Hexagonal Silicon Carbide Powder in Different Atmospheres

(2017) Enhui Wang et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

Accurate photovoltaic power forecasting models using deep LSTM-RNN

(2017) Mohamed Abdel-Nasser et al.   NEURAL COMPUTING & APPLICATIONS

Studying the oxidation of Ti 2 AlC MAX phase in atmosphere: A review

(2016) Mohammad Haftani et al.   INTERNATIONAL JOURNAL OF REFRACTORY METALS & HARD MATERIALS

Determination of the critical content of Al for selective oxidation of Ti 3 AlC 2 at 1100 °C

(2016) Xichao Li et al.   JOURNAL OF THE EUROPEAN CERAMIC SOCIETY

Kinetic Aspects of Ti2AlC MAX Phase Oxidation

(2015) J. L. Smialek   OXIDATION OF METALS

A Critical Review of the Oxidation of Ti2AlC, Ti3AlC2and Cr2AlC in Air

(2013) Darin J. Tallman et al.   Materials Research Letters

Behavior and state-of-health monitoring of Li-ion batteries using impedance spectroscopy and recurrent neural networks

(2012) Akram Eddahech et al.   INTERNATIONAL JOURNAL OF ELECTRICAL POWER & ENERGY SYSTEMS

Microstructural evolution during high-temperature oxidation of Ti2AlC ceramics

(2011) Bai Cui et al.   ACTA MATERIALIA

Adaptive network-based fuzzy inference system with leave-one-out cross-validation approach for prediction of surface roughness

(2010) Minggang Dong et al.   APPLIED MATHEMATICAL MODELLING

Layered Machinable and Electrically Conductive Ti2AlC and Ti3AlC2 Ceramics: a Review

(2010) X.H. Wang et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Sure independence screening for ultrahigh dimensional feature space

(2008) Jianqing Fan et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY