A machine learning aided interpretable model for rupture strength prediction in Fe-based martensitic and austenitic alloys

Predicting creep rupture life of Ni-based single crystal superalloys using divide-and-conquer approach based machine learning

(2020) Yue Liu et al.   ACTA MATERIALIA

A strategy combining machine learning and multiscale calculation to predict tensile strength for pearlitic steel wires with industrial data

(2020) Xue Jiang et al.   SCRIPTA MATERIALIA

Coupling physics in machine learning to predict properties of high-temperatures alloys

(2020) Jian Peng et al.   npj Computational Materials

A Bayesian framework for adsorption energy prediction on bimetallic alloy catalysts

(2020) Osman Mamun et al.   npj Computational Materials

Modern data analytics approach to predict creep of high-temperature alloys

(2019) D. Shin et al.   ACTA MATERIALIA

New frontiers for the materials genome initiative

(2019) Juan J. de Pablo et al.   npj Computational Materials

Contribution of grain size to resistance against cleavage crack propagation in ferritic steel

(2019) Fuminori Yanagimoto et al.   ACTA MATERIALIA

A steel property optimization model based on the XGBoost algorithm and improved PSO

(2019) Kai Song et al.   COMPUTATIONAL MATERIALS SCIENCE

Role of Co in formation of Ni-Ti clusters in maraging stainless steel

(2018) Jialong Tian et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Machine learning for molecular and materials science

(2018) Keith T. Butler et al.   NATURE

Aging characteristics and mechanical properties of 1600MPa body-centered cubic Cu and B2-NiAl precipitation-strengthened ferritic steel

(2014) Monica Kapoor et al.   ACTA MATERIALIA

Key computational modeling issues in Integrated Computational Materials Engineering

(2012) Jitesh H. Panchal et al.   COMPUTER-AIDED DESIGN

Corrosion of ferritic–martensitic steels in steam and supercritical water

(2012) Jeremy Bischoff et al.   JOURNAL OF NUCLEAR MATERIALS

Strengthening behavior of Fe–Cr–Ni–Al–(Ti) maraging steels

(2011) H. Leitner et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Growth of creep life of type-347H austenitic stainless steel by micro-alloying elements

(2010) Yulai Xu et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Phase-field models in materials science

(2009) Ingo Steinbach   MODELLING AND SIMULATION IN MATERIALS SCIENCE AND ENGINEERING

Alloying effects on creep and oxidation resistance of austenitic stainless steel alloys employing intermetallic precipitates

(2008) Y. Yamamoto et al.   INTERMETALLICS