An optimized machine-learning model for mechanical properties prediction and domain knowledge clarification in quenched and tempered steels

Dislocations across interphase enable plain steel with high strength-ductility

(2021) Jiazhi Zhang et al.   Science Bulletin

Machine learning assisted composition effective design for precipitation strengthened copper alloys

(2021) Hongtao Zhang et al.   ACTA MATERIALIA

Machine Learning Model for Thickness Evolution of Oxide Scale During Hot Strip Rolling of Steels

(2021) Chunyuan Cui et al.   METALLURGICAL AND MATERIALS TRANSACTIONS A-PHYSICAL METALLURGY AND MATERIALS SCIENCE

A strategy assisted machine learning to process multi-objective optimization for improving mechanical properties of carbon steels

(2021) Yupeng Diao et al.   JOURNAL OF MATERIALS SCIENCE & TECHNOLOGY

Accelerated design of Fe-based soft magnetic materials using machine learning and stochastic optimization

(2020) Yuhao Wang et al.   ACTA MATERIALIA

Tailoring cementite precipitation and mechanical properties of quenched and tempered steel by nickel partitioning between cementite and ferrite

(2020) F.-C. An et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

Machine learning assisted design of high entropy alloys with desired property

(2019) Cheng Wen et al.   ACTA MATERIALIA

Physical metallurgy-guided machine learning and artificial intelligent design of ultrahigh-strength stainless steel

(2019) Chunguang Shen et al.   ACTA MATERIALIA

Effect of quenching and tempering temperature on microstructure and tensile properties of microalloyed ultra-high strength suspension spring steel

(2019) Kui Chen et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING

A model for the microstructure behaviour and strength evolution in lath martensite

(2015) E.I. Galindo-Nava et al.   ACTA MATERIALIA

High strength-elongation product of Nb-microalloyed low-carbon steel by a novel quenching–partitioning–tempering process

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

Evolution of microstructure and mechanical properties during quenching and tempering of ultrahigh strength 0.3C Si–Mn–Cr–Mo low alloy steel

(2010) Fawad Tariq et al.   JOURNAL OF MATERIALS SCIENCE

Modeling medium carbon steels by using artificial neural networks

(2008) N.S. Reddy et al.   MATERIALS SCIENCE AND ENGINEERING A-STRUCTURAL MATERIALS PROPERTIES MICROSTRUCTURE AND PROCESSING