主要国家级项目：

主要企业合作项目：

代表性论文

1. Transitions in the thermal stability of pre-strained austenite – competing  effects between defect density and slip band spacing ,Scripta Materialia  223(2023).

1. Building a quantitative composition-microstructure-property relationship  of dual-phase steels via multimodal data mining,Acta Materialia 252(2023).

 2. Q. Lu, Q. Lai, Z. Chai, X. Wei, X. Xiong, H. Yi, M. Huang, W. Xu, J. Wang, Revolutionizing car body manufacturing using a unified steel metallurgy concept, Science Advances 7(49) (2021).

  3. X. Wei, S. van der Zwaag, Z. Jia, C. Wang, W. Xu, On the use of transfer modeling to design new steels with excellent rotating bending fatigue resistance even in the case of very small calibration datasets, Acta Mater 235 (2022).

  4. X. Wei, C. Zhang, S. Han, Z. Jia, C. Wang, W. Xu, High cycle fatigue S-N curve prediction of steels based on transfer learning guided long short term memory network, Int J Fatigue 163 (2022).

  5. Y. Li, S. Chen, C. Wang, D.S. Martín, W. Xu, Modeling retained austenite in Q&P steels accounting for the bainitic transformation and correction of its mismatch on optimal conditions, Acta Mater 188 (2020) 528-538.

  6. C. Shen, C. Wang, X. Wei, Y. Li, S. van der Zwaag, W. Xu, Physical metallurgy-guided machine learning and artificial intelligent design of ultrahigh-strength stainless steel, Acta Mater 179 (2019) 201-214.

近三年发表论文

2023年：

1. T. Zhang, Y. Wang, C. Zhang, L. Wang, H. Di, W. Xu, High cycle fatigue properties and fatigue crack propagation behavior of a bainite railway axle steel, International Journal of Fatigue 172 (2023).

2. H. Zhang, L. Wang, J. Hu, G. Wang, W. Xu, Optimum Wear Resistance Achieved by Balancing Bulk Hardness and Work-Hardening: A Case Study in Austenitic Stainless Steels, Tribology Letters 71 (2023). 

3. J. Yuan, M. Huang, Y. Li, L. Wang, H. Li, W. Xu, Revealing the grain size-dependent twinning variants and the associated strengthening mechanisms in a carbon-free austenitic steel, Materials Science and Engineering A 864 (2023). 

4. H. Yu, S. Yang, J. Shao, D. San-Martín, W. Xu, Prolonged creep lifetime of ferritic self-healing steels achieved by offline healing treatment, Materials Science and Engineering A 873 (2023). 

5. X. Yan, J. Hu, X. Zhang, W. Xu, Macroscopic and nanoscale investigation of the enhanced wear properties of medium-Mnsteel  processed via room-temperature quenching and partitioning, Wear 522 (2023). 

6. D. Ren, C. Wang, X. Wei, Q. Lai, W. Xu, Building a quantitative composition-microstructure-property relationship of dual-phase  steels via multimodal data mining, Acta Materialia 252 (2023). 

7. G. Dong, J. Wang, L. Wang, C. Wang, J. Hu, W. Xu, Transitions in the thermal stability of pre-strained austenite-competing effects between defect density and slip band spacing, Scripta Materialia 223 (2023). 

8. Y. Chen, H. Yu, Y. Chen, H. Di, W. Xu, The strengthening effects and mechanisms of alloying elements on interfaces for multiphase Ni-based superalloys: A first-principles study, Journal of Materials Research and Technology 23 (2023) .

9. Z. Chai, L. Wang, Z. Wang, Q. Lu, J. Hu, W. Sun, J. Wang, W. Xu, Cr-enriched carbide induced stabilization of austenite to improve the ductility of a 1.7 GPa−press-hardened steel, Scripta Materialia 224 (2023). 

10. Z. Chai, Q. Lu, S. Tedesco, M. Shi, J. Coryell, L. Reini, Q. Lai, J. Wang, L. Wang, W. Xu, Investigation on Mechanical Properties and Oxidation Behavior of 1.2 and 1.7 GPa Grades Coating-Free Press-Hardened Steels, Metals 13 (2023). 

11. Z. Chai, Q. Lu, J. Hu, L. Wang, Z. Wang, J. Wang, W. Xu, Effect of retained austenite on the fracture behavior of a novel press- hardened steel, Journal of Materials Science and Technology 135 (2023) .

2022年：

1. X. Wei, S. van der Zwaag, Z. Jia, C. Wang, W. Xu, On the use of transfer modeling to design new steels with excellent rotating bending fatigue resistance even in the case of very small calibration datasets, Acta Mater 235 (2022).

2. X. Wei, C. Zhang, S. Han, Z. Jia, C. Wang, W. Xu, High cycle fatigue S-N curve prediction of steels based on transfer learning guided long short term memory network, Int J Fatigue 163 (2022).

3. Y. Chen, C. Wang, W. Xu, The Influence of Alloying Segregation on Zinc-Induced Embrittlement at the α/γ-Fe Interface, Metall Mater Trans A 53(5) (2022) 1604-1612.

4. M. Huang, C. Wang, L. Wang, J. Wang, A. Mogucheva, W. Xu, Influence of DIMT on impact toughness: Relationship between crack propagation and the α′-martensite morphology in austenitic steel, Mater Sci Eng A 844 (2022).

5. M. Huang, C. Wang, X. Zhu, L. Wang, A. Mogucheva, W. Xu, Twin Instability and Its Effect on the Dislocation Behavior of UFG Austenitic Steel Under Charpy Impact Test, Metall Mater Trans A 53(6) (2022) 1921-1927.

6. M. Huang, L. Wang, C. Wang, A. Mogucheva, W. Xu, Characterization of deformation-induced martensite with various AGSs upon Charpy impact loading and correlation with transformation mechanisms, Mater Charact 184 (2022).

7. M. Huang, J. Yuan, J. Wang, L. Wang, A. Mogucheva, W. Xu, Role of martensitic transformation sequences on deformation-induced martensitic transformation at high strain rates: A quasi in-situ study, Mater Sci Eng A 831 (2022).

8. H. Li, Y. Li, J. Huang, C. Shen, C. Wang, T. Jing, Z. Liu, W. Xu, Physical Metallurgy Guided Industrial Big Data Analysis System with Data Classification and Property Prediction, STEEL RES INT (2022).

9. Y. Li, L. Wang, K. Zhu, C. Wang, W. Xu, An integral transformation model for the combined calculation of key martensitic transformation temperatures and martensite fraction, Materials and Design 219 (2022).

10. X. Peng, L. Wang, W. Xu, Z. Liang, Crystal Orientation Dependence of the Portevin–Le Chatelier Effect in Instrumented Indentation: A Case Study in Twinning-Induced Plasticity Steels, Metals 12(3) (2022).

11. C. Wang, D. Ren, Y. Li, X. Wang, W. Xu, Prediction of Deformation-Induced Martensite Start Temperature by Convolutional Neural Network with Dual Mode Features, Materials 15(10) (2022).

12. C. Wang, X. Wei, D. Ren, X. Wang, W. Xu, High-throughput map design of creep life in low-alloy steels by integrating machine learning with a genetic algorithm, Materials and Design 213 (2022).

13. C. Wang, K. Zhu, P. Hedström, Y. Li, W. Xu, A generic and extensible model for the martensite start temperature incorporating thermodynamic data mining and deep learning framework, Journal of Materials Science and Technology 128 (2022) 31-43.

14. H. Yu, J. Liang, Z. Bi, J. Li, W. Xu, Computational Design of Novel Ni Superalloys with Low Crack Susceptibility for Additive Manufacturing, Metall Mater Trans A 53(6) (2022) 1945-1954.

15. Y. Zhang, W. Xu, G. Zhang, W. Tao, S. Yang, Mechanical Behavior and Failure Mechanism of Q&P980 Steel During In Situ Post-Weld Heat Treatment (PWHT) Resistance Spot Welding, Metall Mater Trans A 53(3) (2022) 794-809.

16. Z. Zhang, S. Liu, Y. Zhang, C. Wang, S. Zhang, Z. Yang, W. Xu, Optimization of low-power femtosecond laser trepan drilling by machine learning and a high-throughput multi-objective genetic algorithm, Opt Laser Technol 148 (2022).

17. H. Chen, W. Xu, Q. Luo, Q. Li, Y. Zhang, J. Wang, K.C. Chou, Thermodynamic prediction of martensitic transformation temperature in Fe-C-X (X=Ni, Mn, Si, Cr) systems with dilatational coefficient model, Journal of Materials Science and Technology 112 (2022) 291-300.

18. W. Chen, H. Chen, C. Wang, W. Xu, Q. Luo, Q. Li, K. Chou, Effect of Dilatational Strain Energy of Fe-C-Ni System on Martensitic Transformation, Jinshu Xuebao/Acta Metallurgica Sinica 58(2) (2022) 175-183.

2021年：

1. Q. Lu, Q. Lai, Z. Chai, X. Wei, X. Xiong, H. Yi, M. Huang, W. Xu, J. Wang, Revolutionizing car body manufacturing using a unified steel metallurgy concept, Science Advances 7(49) (2021).

2. Y. Li, D.S. Martín, J. Wang, C. Wang, W. Xu, A review of the thermal stability of metastable austenite in steels: Martensite formation, Journal of Materials Science and Technology 91 (2021) 200-214.

3. C. Shen, C. Wang, M. Huang, N. Xu, S. van der Zwaag, W. Xu, A generic high-throughput microstructure classification and quantification method for regular SEM images of complex steel microstructures combining EBSD labeling and deep learning, Journal of Materials Science and Technology 93 (2021) 191-204.

4. C. Shen, C. Wang, P.E.J. Rivera-Díaz-del-Castillo, D. Xu, Q. Zhang, C. Zhang, W. Xu, Discovery of marageing steels: machine learning vs. physical metallurgical modelling, Journal of Materials Science and Technology 87 (2021) 258-268.

5. X. Wei, Z. Chai, Q. Lu, J. Hu, Z. Liu, Q. Lai, J. Wang, W. Xu, Cr-alloyed novel press-hardening steel with superior combination of strength and ductility, Mater Sci Eng A 819 (2021).

6. X. Yan, J. Hu, H. Yu, C. Wang, W. Xu, Unraveling the significant role of retained austenite on the dry sliding wear behavior of medium manganese steel, Wear 476 (2021).

7. Z. Chai, J. Hu, C. Wang, L. Wang, W. Sun, S. van der Zwaag, W. Xu, Effect of Nb on Microstructural Evolution and Mechanical Properties of Hot-Rolled Quenching and Partitioning Steels Containing Bainite, Steel Res Int 92(12) (2021).

8. S. Chen, J. Hu, L. Shan, C. Wang, X. Zhao, W. Xu, Characteristics of bainitic transformation and its effects on the mechanical properties in quenching and partitioning steels, Mater Sci Eng A 803 (2021).

9. J. Hu, K.K. Liu, L. Ma, R.D.K. Misra, W.N. Zhang, H.C. Du, W. Xu, Significant Improvement in Strength and Toughness of Nanoscale Precipitate–Strengthened Steel by Direct Quenching and Tempering Process, Steel Res Int 92(2) (2021).

10. Z.G. Jia, J. Hu, N. Xu, C. Liu, L.Y. Wang, C.C. Wang, W.H. Sun, W. Xu, Revealing the Effect of Microstructural Inheritance in 1.5 GPa Hot-Rolled Ultrahigh Strength Q&P Steels, Metall Mater Trans A 52(7) (2021) 3140-3151.

11. C. Shen, X. Wei, C. Wang, W. Xu, A deep learning method for extensible microstructural quantification of DP steel enhanced by physical metallurgy-guided data augmentation, Mater Charact 180 (2021).

12. C.C. Wang, C.G. Shen, Z. Zhang, W. Xu, Simulation and verification of core–shell MC carbide design in Fe–C–Ni–V–Ti steel, J Iron Steel Res Int 28(1) (2021) 58-65.

13. J. Wang, M. Huang, J. Hu, C. Wang, W. Xu, EBSD investigation of the crystallographic features of deformation-induced martensite in stainless steel, Journal of Materials Science and Technology 69 (2021) 148-155.

14. J. Wang, C. Wang, M. Huang, J. Hu, W. Xu, The Effects and Mechanisms of Pre-Deformation with Low Strain on Temperature-Induced Martensitic Transformation, Jinshu Xuebao/Acta Metallurgica Sinica 57(5) (2021) 575-585.

15. X. Yan, J. Hu, L. Wang, Z. Chai, W. Sun, W. Xu, The coupled effect of thermal and mechanical stabilities of austenite on the wear resistance in a 0.2C–5Mn-1.6Si steel down to cryogenic temperatures, Wear 486-487 (2021).

16. Q. Zhang, D. Ren, Z.P. Liu, C.C. Wang, J. Huang, W. Xu, Composition and processing of direct-quench hot rolled steels with ultrahigh strength exceeding GPa, J Iron Steel Res Int 28(6) (2021) 703-712.

17. T. Zhang, J. Hu, C. Wang, Y. Wang, W. Zhang, H. Di, W. Xu, Effects of deep cryogenic treatment on the microstructure and mechanical properties of an ultrahigh-strength TRIP-aided bainitic steel, Mater Charact 178 (2021).

18. Z. Zhang, Z. Xu, C. Wang, S. Liu, Z. Yang, Q. Zhang, W. Xu, Molecular dynamics-guided quality improvement in the femtosecond laser percussion drilling of microholes using a two-stage pulse energy process, Opt Laser Technol 139 (2021).

19. Z. Zhang, Z. Yang, C. Wang, Q. Zhang, S. Zheng, W. Xu, Mechanisms of femtosecond laser ablation of Ni3Al: Molecular dynamics study, Opt Laser Technol 133 (2021).

20. K. Zhu, T. Zhang, Q. Cui, C. Wang, W. Xu, Effect of Ta and Ti on Modified Reduced Activation Ferritic/Martensitic Steels with a Thermo-mechanical Control Process, Steel Res Int 92(3) (2021).

21. Y. Borisova, D. Yuzbekova, A. Mogucheva, W. Xu, Characterization of the spatiotemporal behavior of the PLC bands in austenitic steel during deformation at elevated temperature, Mater Lett 304 (2021).

22. Z. Hou, J. Min, J. Wang, Q. Lu, Z. He, Z. Chai, W. Xu, Effect of Rapid Heating on Microstructure and Tensile Properties of a Novel Coating-Free Oxidation-Resistant Press-Hardening Steel, JOM 73(11) (2021) 3195-3203.

23. S. Wang, H. Pan, X. Wang, J. Yin, X. Hu, W. Xu, P. Wang, Atomic insights into the quasi-elastic response in shock reloading of shocked metals, Results in Physics 31 (2021).

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