A review of recent progress in mechanical and corrosion properties of dual phase steels
New concepts proposed for processing of dual phase (DP) steels as one of the main classes
of advanced high-strength steels (AHSSs) to enhance their mechanical properties (strength …
of advanced high-strength steels (AHSSs) to enhance their mechanical properties (strength …
Harmonizing physical and deep learning modeling: a computationally efficient and interpretable approach for property prediction
D Ren, C Wang, X Wei, Y Zhang, S Han, W Xu - Scripta Materialia, 2025 - Elsevier
Physical modeling and deep learning are known for their respective advantages in
interpretability and computational efficiency. Nonetheless, efficiently predicting properties of …
interpretability and computational efficiency. Nonetheless, efficiently predicting properties of …
[HTML][HTML] Dual-phase hetero-structured strategy to improve ductility of a low carbon martensitic steel
Martensitic transformation significantly increases the strength of low-carbon steels, while it is
usually at expense of the formability and ductility. In order to further improve the mechanical …
usually at expense of the formability and ductility. In order to further improve the mechanical …
Processing, microstructure adjustments, and mechanical properties of dual phase steels: a review
In this review, effects of initial microstructure before intercritical annealing and processing
routes of dual phase (DP) high strength steels are discussed. Prior-applied deformation …
routes of dual phase (DP) high strength steels are discussed. Prior-applied deformation …
Building a quantitative composition-microstructure-property relationship of dual-phase steels via multimodal data mining
The establishment of composition-microstructure-property relationship is a long-standing
topic in materials science, yet neither continuum mechanics approaches nor machine …
topic in materials science, yet neither continuum mechanics approaches nor machine …
Fine tuning the mechanical properties of dual phase steel via thermomechanical processing of cold rolling and intercritical annealing
The simultaneous effects of cold rolling reduction and intercritical annealing time on the
microstructure and tensile properties of St12 steel were studied. It was revealed that by …
microstructure and tensile properties of St12 steel were studied. It was revealed that by …
Designing dual-phase steels with improved performance using ANN and GA in tandem
In this study, artificial neural network (ANN) and multi-objective genetic algorithm (GA) are
employed in tandem to design dual-phase (DP) steel with improved performance. Six …
employed in tandem to design dual-phase (DP) steel with improved performance. Six …
Synergistic effects of holding time at intercritical annealing temperature and initial microstructure on the mechanical properties of dual phase steel
The synergistic effects of the initial microstructure and the intercritical annealing time on the
microstructure and tensile properties of low carbon steel were studied. It was found that by …
microstructure and tensile properties of low carbon steel were studied. It was found that by …
Microstructure and mechanical properties of resistance spot welded dual-phase steels with various silicon contents
In this paper, silicon-containing dual-phase steels were produced by intercritical annealing
heat treatment. The mechanical properties of heat treated steels were investigated and a …
heat treatment. The mechanical properties of heat treated steels were investigated and a …
Processing route effects on the mechanical and corrosion properties of dual phase steel
The mechanical and corrosion behaviors of low carbon DP steel were studied based on
different processing routes:(1) intercritical annealing (IA),(2) step quenching (SQ) via …
different processing routes:(1) intercritical annealing (IA),(2) step quenching (SQ) via …