From data-driven constitutive modeling to workability assessment: elucidating multimechanism contributions in dynamic recrystallization of HIPed Ti4522XD alloy
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References (64)
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1. Novel deformation mechanism of nanolamellar microstructure and its effect on mechanical properties of TiAl intermetallics10.1016/j.msea.2023.145138 ↗
2. Gamma titanium aluminides: their status and future10.1007/BF03221229 ↗
3. Thermal deformation behavior of γ-TiAl based alloy by plasma hydrogenation10.1016/j.ijhydene.2020.09.008 ↗
4. Elevated temperature compressive deformation behaviors of γ-TiAl-based Ti-48Al-2Cr-2Nb alloy additively manufactured by electron beam melting10.1016/j.intermet.2020.106859 ↗
5. Microstructure evolution and mechanical properties of a high Nb-TiAl alloy via HIP and heat treatment10.1016/j.msea.2023.145517 ↗
6. Evolution of microstructure and mechanical properties during hot forging and heat treatments of Cu-15Ni-8Sn alloy fabricated by hot isostatic pressing10.1016/j.jallcom.2024.178111 ↗
7. Microstructure and mechanical properties of a PM TiAl-W alloy processed by hot isostatic pressing10.1016/0921-5093(95)03340-8 ↗
8. A novel Ta-contained TiAl alloy with excellent high temperature performance designed for powder hot isostatic pressing10.1016/j.jallcom.2024.176706 ↗
9. Interaction between dynamic recrystallization and phase transformation of Ti-43Al-4Nb-1Mo-0.2B alloy during hot deformation10.1016/j.jmst.2024.05.084 ↗
10. Processing map and hot deformation behavior of Ta-particle reinforced TiAl composite10.1016/S1003-6326(20)65240-2 ↗
11. Recent advances in machine learning-assisted fatigue life prediction of additive manufactured metallic materials: A review10.1016/j.jmst.2024.01.086 ↗
12. Machine learning applications in sheet metal constitutive Modelling: A review10.1016/j.ijsolstr.2024.113024 ↗
13. Machine learning guided constitutive model and processing map for Fe2Ni2CrAl1.2 multi-principle element alloys10.1016/j.jmrt.2024.01.119 ↗
14. Comparative study on constitutive models of a near β titanium alloy TC18 during thermoplastic deformation based on machine learning
15. Investigation of deformation behavior of Mg-2Ho alloy based on hyperbolic sine constitutive equation and PSO-BP neural network
16. Improved constitutive model and processing map of Al-Cu-Mn-Mg alloy based on backpropagation artificial neural network
17. Enhancing the high-temperature constitutive modeling of In706 superalloy using advanced artificial neural networks and attentive staged optimization algorithm10.1016/j.commatsci.2024.112900 ↗
18. An Investigation on unstable flow during hot deformation of Inconel X750 superalloy using 3D processing map and shear band formation criterion10.1016/j.jallcom.2024.177207 ↗
19. Revealing the hot deformation behavior of AZ42 Mg alloy by using 3D hot processing map based on a novel NGO-ANN model10.1016/j.jmrt.2023.10.073 ↗
20. Effect of Zener-Hollomon parameter on dynamic recrystallization mechanism and texture evolution of extruded Ti-47Al-2Cr-0.2Mo alloy10.1016/j.msea.2025.147994 ↗
21. Deformation behavior and dynamic recrystallization mechanism of a novel high Nb containing TiAl alloy in (α+γ) dual-phase field10.1016/j.jallcom.2023.169250 ↗
22. Dynamic recrystallization mechanism and twinning behavior in hot deformation of Ti-46.5Al-2Nb-2Cr with initial duplex microstructure10.1016/j.matchar.2023.112678 ↗
23. Improved hot workability of TiAl composite with core-shell structure via in-situ synthesized multi-phases ceramic particles10.1016/j.jmrt.2024.07.031 ↗
24. A new method for evaluation of friction in bulk metal forming10.1016/j.jmatprotec.2004.03.029 ↗
25. The adiabatic correction factor for deformation heating during the uniaxial compression test[J]10.1361/105994901770344593 ↗
26. Determination of a constitutive relationship for AZ31B magnesium alloy and validation through comparison between simulated and real extrusion10.1016/j.jmatprotec.2005.09.021 ↗
27. Flow behaviors and microstructural evolutions of nickel-based ODS superalloys during hot deformation10.1016/j.jmst.2024.01.071 ↗
28. Zn-0.8Mn alloy for degradable structural applications: Hot compression behaviors, four dynamic recrystallization mechanisms, and better elevated-temperature strength10.1016/j.jmst.2022.08.002 ↗
29. Dynamic recrystallization kinetics of a powder metallurgy Ti-22Al-25Nb alloy during hot compression10.1016/j.msea.2014.04.062 ↗
30. Dynamic recrystallization mechanism of Ti-6554 alloy during high-temperature deformation10.1016/j.jallcom.2023.170534 ↗
31. Q. Zhao, Y. Chen, Y. Xu, L. Bolzoni, Comparison of discontinuous yielding phenomenon and adiabatic temperature rising of Ti-5553 alloy prepared by powder and ingot metallurgy approaches during hot compression, Rare Met Mater Eng 49 2567-2573.
32. On the mechanism of hot deformation10.1016/0001-6160(66)90207-0 ↗
33. Correlation between the strain rate sensitivity exponent m and microstructure evolution during hot deformation of an as-cast TiAl alloy10.1016/j.matchar.2023.113050 ↗
34. The investigation of microstructure evolution, deformation behavior and processing performance of the high niobium containing TiAl alloys10.1016/j.intermet.2021.107336 ↗
35. Self-diffusion in γ-TiAl: an experimental study and atomistic calculations10.1016/S0966-9795(98)00117-4 ↗
36. Hot deformation behavior and dynamic recrystallization mechanism of Ti-48Al-2Nb-2Cr alloy with near-γ microstructure10.1016/j.jallcom.2023.169378 ↗
37. Proper (Nb,Fe) co-alloyed TiAl-based alloy with good hot deformation processing capability10.1016/j.intermet.2022.107780 ↗
38. High-temperature hot deformation behavior and processing map of Ti-22Al-25Nb alloy
39. Study on hot deformation behavior and processing map of a Ti-47.5Al-2.5V-1.0Cr-0.2Zr alloy with a fully lamellar microstructure10.1016/j.jallcom.2022.163648 ↗
40. Isothermal forging of titanium aluminides without beta-phase—using non-equilibrium phases produced by spark plasma sintering for improved hot working behavior10.1016/j.intermet.2018.07.004 ↗
41. Hot deformation behavior and artificial neural network modeling of β-γ TiAl alloy containing high content of Nb
42. Learning representations by back-propagating errors10.1038/323533a0 ↗
43. Major advances in particle swarm optimization: theory, analysis, and application10.1016/j.swevo.2021.100868 ↗
44. Nuclear mass predictions with multi-hidden-layer feedforward neural network
45. Microstructure-property mapping modeling for AZ31 alloy rolling deformation using improved PSO-BP neural network10.1016/j.jmrt.2023.06.076 ↗
46. Processing maps for hot working of titanium alloys10.1016/S0921-5093(97)00782-X ↗
47. Optimization of hot deformation processing parameters for as-extruded 7005 alloys through the integration of 3D processing maps and FEM numerical simulation10.1016/j.jallcom.2023.169804 ↗
48. Effect of thermo-mechanical processing parameters on the dynamic restoration mechanism in an Mg-4Y-2Nd-1Sm-0.5Zr alloy during hot compression10.1016/j.jmst.2021.02.036 ↗
49. Optimization of hot deformation parameters for multi-directional forging of Ti65 alloy based on the integration of processing maps and finite element method10.1016/j.jmrt.2024.02.214 ↗
50. Revealing the exceptional cryogenic strength-ductility synergy of a solid solution 6063 alloy by in-situ EBSD experiments10.1016/j.jmst.2024.03.081 ↗
51. Effect of size, temperature and strain rate on dislocation density and deformation mechanisms in Cu nanowires10.1016/j.physb.2019.03.003 ↗
52. A systematic investigation on microstructure evolution, phase transformation and dynamic recrystallization mechanisms of hot isostatic pressed Ti-45Al-2Mn-2Nb-1B alloy during hot deformation10.1016/j.jmrt.2025.01.162 ↗
53. Deformation-induced γ↔α2 phase transformation in TiAl alloy compressed at room temperature10.1016/j.intermet.2006.10.016 ↗
54. Flow behavior and dynamic softening mechanism of Pt-10Ir precious alloy10.1016/S1003-6326(24)66676-8 ↗
55. Investigation on microstructural and microhardness evolution of GH4698 superalloy under transiently varying strain rates10.1016/j.msea.2023.146014 ↗
56. Revisiting the hot deformation behavior of Hastelloy X alloy through activation energy distribution map and modified hot processing map10.1016/j.jallcom.2025.178979 ↗
57. Investigation of hydrogen influencing γ-phase true and pseudo twinning in a TiAl based alloy during high-temperature plane strain compression10.1016/j.msea.2017.11.007 ↗
58. Dynamic recrystallization during high temperature deformation of magnesium10.1016/j.msea.2008.02.004 ↗
59. Twin nucleation at grain boundaries in Mg analyzed through in situ electron backscatter diffraction and high-resolution digital image correlation10.1016/j.actamat.2024.120678 ↗
60. Complex investigation of deformation twinning in γ-TiAl by TEM and neutron diffraction10.1016/j.jmps.2016.05.004 ↗
61. The onset of twinning in metals: a constitutive description10.1016/S1359-6454(01)00300-7 ↗
62. Effects of TiB2 particles on deformation behavior, softening mechanisms and recrystallization texture of hot-compressed Fe-TiB2 composites10.1016/j.msea.2024.147540 ↗
63. Rotating backward extrusion deformation induced dissolution and re-precipitation of second phases and microstructure gradient refinement in Mg-RE-Zn alloy10.1016/j.jallcom.2025.179997 ↗
64. Effect of hot rolling finishing temperature and intermediate annealing on the microstructure, texture evolution, and comprehensive properties of Al-Mg-Si alloy10.1016/j.jallcom.2023.172525 ↗