Hybrid Data-Driven Deep Learning Framework for Material Mechanical Properties Prediction with the Focus on Dual-Phase Steel Microstructures. [PDF]
Materials (Basel), 2023 A comprehensive approach to understand the mechanical behavior of materials involves costly and time-consuming experiments. Recent advances in machine learning and in the field of computational material science could significantly reduce the need for ...
Cheloee Darabi A +4 more
europepmc +2 more sources
Mechanical properties and deformation mechanisms of a novel austenite-martensite dual phase steel
International Journal of Plasticity, 2020 A novel austenite-martensite dual-phase steel with a ductility of ~30% and tensile strength over 1.4 GPa was developed. The hard martensite in the dual phase steel was strengthened through precipitation strengthening by Cu/NiAl precipitates, forming the ...
L X Sun, Jun-Hua Luan, Zeng-Bao Jiao
exaly +2 more sources
Large-area, high-resolution characterisation and classification of damage mechanisms in dual-phase steel using deep learning. [PDF]
PLoS One, 2019 High performance materials, from natural bone over ancient damascene steel to modern superalloys, typically possess a complex structure at the microscale.
Kusche C +5 more
europepmc +2 more sources
Research on strain aging behavior of ultra-high strength dual-phase steel [PDF]
Heliyon, 2023 The bake hardening value is one of the vital strength indexes of dual-phase steel, representing the strengthening ability of materials after pre-strain and baking, playing an important role in vehicle safety and lightweight design. Studying and improving
Biao Xiao +4 more
doaj +2 more sources
High-strength dual-phase steel produced through fast-heating annealing method
Results in Materials, 2020 Fast-heating annealing method provides a new possibility to produce high-performance dual-phase (DP) steel by controlling austenite decomposition upon cooling.
Jingge Dai, Qingge Meng, Hongxing Zheng
doaj +2 more sources
Intercritical Heat Treatment Temperature Dependence of Mechanical Properties and Corrosion Resistance of Dual Phase Steel [PDF]
Materials Research, 2019 This study investigated the effect of intercritical heat treatment temperature on the tensile properties, work hardening and corrosion resistance of dual phase steel.
Omid Abedini +4 more
doaj +2 more sources
Dynamic fracture of a dual phase automotive steel [PDF]
EPJ Web of Conferences, 2018 Dynamic testing of sheet metals has become more important due to the need for more reliable vehicle crashworthiness assessments in the automotive industry.
Chandran Sarath +4 more
doaj +2 more sources
Journal of Materials Research and Technology, 2019 The cyclic plastic deformation of an archetypal microstructure dual phase steels has been examined via micromechanics modelling based on representative volume elements technique.
Amit Kumar Rana +2 more
doaj +2 more sources
Metallurgical Effects of Niobium in Dual Phase Steel
Metals, 2020 Dual phase (DP) steels are widely applied in today’s automotive body design. The favorable combination of strength and ductility in such steels is in first place related to the share of ferrite and martensite.
Hardy Mohrbacher +4 more
doaj +2 more sources
Effect of applied potentials on the corrosion of X80 pipeline steel in simulated coastal soil solution [PDF]
Journal of Hebei University of Science and Technology, 2023 In order to explore the corrosion mechanism of dual-phase X80 pipeline steel in the coastal soil simulation solution environment, the stress corrosion and electrochemical corrosion behavior of dual-phase X80 pipeline steel under different applied ...
Jing MA +5 more
doaj +1 more source