Automatic intelligent multiscale simulation to predict mechanical properties and deformation mechanism of complex concentrated alloys
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OpenAlex topics: Advanced materials and composites · High Entropy Alloys Studies · Microstructure and Mechanical Properties of Steels
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References (100+)
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1. Current application status of multi-scale simulation and machine learning in research on high-entropy alloys10.1016/j.jmrt.2023.07.233 ↗
2. Tailoring heterogeneities in high-entropy alloys to promote strength–ductility synergy10.1038/s41467-019-13311-1 ↗
3. Mesoscopic and multiscale modelling in materials10.1038/s41563-020-00913-0 ↗
4. Concurrent cross-scale and multi-material optimization considering interface strain gradient10.1016/j.cma.2024.116749 ↗
5. Recent advances in machine learning interatomic potentials for cross-scale computational simulation of materials10.1007/s40843-023-2836-0 ↗
6. Multiscale modelling of irradiation damage behavior in high entropy alloys
7. Multiscale modeling of dislocation-mediated plasticity of refractory high entropy alloys10.1016/j.jmps.2024.105640 ↗
8. Multiscale-informed irradiation growth model of Zr-Sn-Nb alloys10.1016/j.ijplas.2024.104177 ↗
9. Mechanical behavior of high-entropy alloys10.1016/j.pmatsci.2021.100777 ↗
10. Atomistically-informed hardening and kinetics models of helium bubble in irradiated tungsten10.1016/j.ijplas.2023.103620 ↗
11. Atomic deformation mechanism and interface toughening in metastable high entropy alloy10.1016/j.mattod.2020.02.017 ↗
12. A machine learning interatomic potential for high entropy alloys10.1016/j.jmps.2024.105639 ↗
13. Unraveling the Hall-petch to inverse Hall-Petch transition in nanocrystalline high entropy alloys under shock loading10.1016/j.ijplas.2024.104010 ↗
14. Dynamic lattice distortions driven by surface trapping in semiconductor nanocrystals10.1038/s41467-021-22116-0 ↗
15. Effects of lattice distortion and chemical short-range order on the mechanisms of deformation in medium entropy alloy CoCrNi10.1016/j.actamat.2020.08.044 ↗
16. Cyclic plasticity of an interstitial high-entropy alloy: experiments, crystal plasticity modeling, and simulations10.1016/j.jmps.2020.103971 ↗
17. Unusual dislocation behavior in high entropy alloys10.1016/j.scriptamat.2020.02.021 ↗
18. Multiscale modelling of precipitation hardening in Al–Cu alloys: dislocation dynamics simulations and experimental validation10.1016/j.actamat.2020.02.019 ↗
19. Assessment of plastic heterogeneity in grain interaction models using crystal plasticity finite element method10.1016/j.ijplas.2009.05.005 ↗
20. Defect-induced inhomogeneous atomic environments in complex concentrated alloys10.1016/j.ijplas.2023.103719 ↗
21. Imaging of atomic stress at grain boundaries based on machine learning10.1016/j.jmps.2023.105455 ↗
22. Mechanism of stress relaxation and phase transformation in additively manufactured Ti-6Al-4V via in situ high temperature XRD and TEM analyses10.1016/j.actamat.2020.02.056 ↗
23. Lithium whisker growth and stress generation in an in situ atomic force microscope–environmental transmission electron microscope set-up10.1038/s41565-019-0604-x ↗
24. Elastic strain field measurements in the TEM for metallurgical applications10.1016/j.matchar.2023.113012 ↗
25. Atomistic understanding of incipient plasticity in BCC refractory high entropy alloys10.1016/j.jallcom.2022.166058 ↗
26. Computational property predictions of Ta–Nb–Hf–Zr high-entropy alloys10.1038/s41598-021-84260-3 ↗
27. The hierarchical energy landscape of screw dislocation motion in refractory high-entropy alloys10.1016/j.actamat.2022.118022 ↗
28. The predicted rate-dependent deformation behaviour and multistage strain hardening in a model heterostructured body-centered cubic high entropy alloy10.1016/j.ijplas.2021.103073 ↗
29. Atomistic simulations of tensile deformation in a CrCoNi medium-entropy alloy with heterogeneous grain structures10.1016/j.mtla.2019.100565 ↗
30. Grain boundary effect on nanoindentation: a multiscale discrete dislocation dynamics model10.1016/j.jmps.2019.02.003 ↗
31. Entropy-induced transition on grain-boundary migration in multi-principal element alloys10.1016/j.scriptamat.2020.113668 ↗
32. A phenomenological dislocation mobility law for bcc metals10.1016/j.actamat.2016.08.016 ↗
33. Dislocation networks and the microstructural origin of strain hardening10.1103/PhysRevLett.121.085501 ↗
34. Dislocation interactions at the grain boundary in FCC bicrystals: an atomistically-informed dislocation dynamics study10.1016/j.actamat.2021.117455 ↗
35. The coupled atomistic/discrete-dislocation method in 3d Part III: dynamics of hybrid dislocations10.1016/j.jmps.2018.05.005 ↗
36. Exploring radiation induced segregation mechanisms at grain boundaries in equiatomic CoCrFeNiMn high entropy alloy under heavy ion irradiation10.1016/j.scriptamat.2018.06.041 ↗
37. Short-range order and its impact on the CrCoNi medium-entropy alloy10.1038/s41586-020-2275-z ↗
38. Microstructure-based intergranular fatigue crack nucleation model: dislocation transmission versus grain boundary cracking10.1016/j.jmps.2023.105233 ↗
39. Learning dislocation dynamics mobility laws from large-scale MD simulations10.1038/s41524-024-01378-4 ↗
40. Overview of constitutive laws, kinematics, homogenization and multiscale methods in crystal plasticity finite-element modeling: theory, experiments, applications10.1016/j.actamat.2009.10.058 ↗
41. Visualization and analysis of atomistic simulation data with OVITO-the Open Visualization Tool
42. Atomistic simulation of chemical short-range order in HfNbTaZr high entropy alloy based on a newly-developed interatomic potential10.1016/j.matdes.2021.109560 ↗
43. Hybrid Monte Carlo/molecular dynamics simulation of a refractory metal high entropy alloy10.1007/s11661-013-2000-8 ↗
44. The number of independent pair-correlation functions in multicomponent systems10.1107/S0021889871006174 ↗
45. Theory of shear banding in metallic glasses and molecular dynamics calculations10.2320/matertrans.MJ200769 ↗
46. Heterogeneous lattice strain strengthening in severely distorted crystalline solids
47. A multivariate Weierstrass-Mandelbrot function
48. The role of slow screw dislocations in controlling fast strain avalanche dynamics in body-centered cubic metals10.1016/j.ijplas.2019.08.008 ↗
49. Atomistic simulations of dislocation mobility in Al, Ni and Al/Mg alloys10.1088/0965-0393/13/3/007 ↗
50. Direct comparison between experiments and dislocation dynamics simulations of high rate deformation of single crystal copper10.1016/j.actamat.2023.118851 ↗
51. Temperature insensitivity of the flow stress in body-centered cubic micropillar crystals10.1016/j.actamat.2016.02.008 ↗
52. Strain rate dependency of dislocation plasticity10.1038/s41467-021-21939-1 ↗
53. Hierarchical multiscale crystal plasticity framework for plasticity and strain hardening of multi-principal element alloys10.1016/j.jmps.2022.105067 ↗
54. Micromechanism of strength and damage trade-off in second-phase reinforced alloy by strain gradient plasticity theory10.1016/j.ijplas.2024.103970 ↗
55. Continuum modeling of dislocation channels in irradiated metals based on stochastic crystal plasticity10.1016/j.ijplas.2021.103211 ↗
56. Tensorial interaction model for the effect of short-range order on single crystalline medium entropy alloys10.1016/j.ijplas.2024.104200 ↗
57. Mechanistic origin of high strength in refractory BCC high entropy alloys up to 1900K10.1016/j.actamat.2019.10.015 ↗
58. Effect of the atomic size distribution on glass forming ability of amorphous metallic alloys10.1016/S0025-5408(01)00715-2 ↗
59. Strengthening by {110} and {112} edge dislocations in BCC high entropy alloys10.1088/1361-651X/ad8ada ↗
60. Crystal plasticity-based constitutive modelling of irradiated bcc structures10.1080/14786435.2011.634855 ↗
61. Chemical short-range ordering regulated dislocation cross slip in high-entropy alloys10.1016/j.jallcom.2022.165144 ↗
62. Mechanical behavior and thermal activation analysis of HfNbTaTiZr body-centered cubic high-entropy alloy during tensile deformation at 77 K10.1016/j.scriptamat.2020.07.028 ↗
63. DREAM. 3D: a digital representation environment for the analysis of microstructure in 3D10.1186/2193-9772-3-5 ↗
64. Plastic deformation of solid-solution strengthened Hf-Nb-Ta-Ti-Zr body-centered cubic medium/high-entropy alloys10.1016/j.scriptamat.2021.113927 ↗
65. A hierarchical multiscale crystal plasticity model for refractory multi-principal element alloys10.1016/j.ijmecsci.2024.109140 ↗
66. OXFORD-UMAT: an efficient and versatile crystal plasticity framework10.1016/j.ijsolstr.2024.113110 ↗
67. Ahrens · 2005
68. Generative adversarial networks: an overview10.1109/MSP.2017.2765202 ↗
69. Generative adversarial networks10.1145/3422622 ↗
70. Reconstruction of porous media from extremely limited information using conditional generative adversarial networks10.1103/PhysRevE.100.033308 ↗
71. Conditional generative adversarial network driven approach for direct prediction of thermal stress based on two-phase material SEM images10.1016/j.ceramint.2021.08.322 ↗
72. Image-to-image translation with conditional adversarial networks
73. Batch normalization: accelerating deep network training by reducing internal covariate shift
74. Invited talk: u-net convolutional networks for biomedical image segmentation10.1007/978-3-662-54345-0_3 ↗
75. Rapid evaluation and prediction of cure-induced residual stress of composites based on cGAN deep learning model10.1016/j.compstruct.2023.117827 ↗
76. Rapid prediction of grain boundary network evolution in nanomaterials utilizing a generative machine learning approach10.1016/j.eml.2024.102172 ↗
77. Dislocation flow turbulence simultaneously enhances strength and ductility
78. Atomic-scale distorted lattice in chemically disordered equimolar complex alloys10.1016/j.actamat.2018.03.008 ↗
79. Copper segregation-mediated formation of nanotwins and 9R phase in titanium alloys produced by laser powder bed fusion10.1016/j.scriptamat.2022.115115 ↗
80. Additively manfactured dual-faced structured fabric for shape-adaptive protection10.1002/advs.202301567 ↗
81. Size effects and plastic deformation mechanisms in single-crystalline CoCrFeNi micro/nanopillars10.1016/j.jmps.2022.104853 ↗
82. A novel cobalt-free oxide dispersion strengthened medium-entropy alloy with outstanding mechanical properties and irradiation resistance10.1016/j.jmst.2022.11.061 ↗
83. Enhanced strength and ductility in a high-entropy alloy via ordered oxygen complexes10.1038/s41586-018-0685-y ↗
84. The hierarchical energy landscape of edge dislocation glide in refractory high-entropy alloys10.1016/j.jmps.2024.105887 ↗
85. Room-temperature super-elongation in high-entropy alloy nanopillars
86. Temperature dependence of elastic and plastic deformation behavior of a refractory high-entropy alloy10.1126/sciadv.aaz4748 ↗
87. Strength can be controlled by edge dislocations in refractory high-entropy alloys10.1038/s41467-021-25807-w ↗
88. On short-range order strengthening and its role in high-entropy alloys10.1016/j.scriptamat.2021.113754 ↗
89. Nanoscale ductile fracture and associated atomistic mechanisms in a body-centered cubic refractory metal
90. Accelerated oxidation in ductile refractory high-entropy alloys10.1016/j.intermet.2018.04.001 ↗
91. Oxidation behaviour of eutectic refractory high-entropy alloys at 800–1000°C10.1016/j.corsci.2022.110464 ↗
92. Superior high-temperature strength in a supersaturated refractory high-entropy alloy10.1002/adma.202102401 ↗
93. Random generation of lattice structures with short-range order10.1007/s40192-022-00269-0 ↗
94. Strengthening in multi-principal element alloys with local-chemical-order roughened dislocation pathways10.1038/s41467-019-11464-7 ↗
95. Deep symbolic regression for physics guided by units constraints: toward the automated discovery of physical laws10.3847/1538-4357/ad014c ↗
96. Simultaneously enhancing the ultimate strength and ductility of high-entropy alloys via short-range ordering10.1038/s41467-021-25264-5 ↗
97. Short-range order strengthening in boron-doped high-entropy alloys for cryogenic applications10.1016/j.actamat.2020.04.052 ↗
98. Characterization of Lomer junctions based on the Lomer arm length distribution in dislocation networks10.1016/j.scriptamat.2022.115232 ↗
99. Modeling the effect of short-range order on cross-slip in an FCC solid solution10.1016/j.actamat.2021.117615 ↗
100. Stored energy density solution for TSV-Cu structure deformation under thermal cyclic loading based on PINN10.1016/j.ijplas.2024.104046 ↗