Application of artificial neural networks for modelling correlations in titanium alloys

Materials Science and Engineering: A

Volumn 365, Issue 1-2, 2004, Pages 202-211

  Malinov, S ^a   Sha, W ^a  

^a QUEEN'S UNIVERSITY BELFAST   (United Kingdom)

Author keywords

Mechanical properties; Modelling; Neural network; Titanium alloys; Titanium aluminides; TTT diagrams

Indexed keywords

COMPUTER PROGRAMMING; CORROSION RESISTANCE; FATIGUE OF MATERIALS; FEEDFORWARD NEURAL NETWORKS; GRAPHICAL USER INTERFACES; MICROSTRUCTURE; OPTIMIZATION; PROBLEM SOLVING; SURFACE TREATMENT;

PROCESSING PARAMETERS;

TITANIUM ALLOYS;

TITANIUM ALLOY;

EID: 0348107289     PISSN: 09215093     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.msea.2003.09.029     Document Type: Article

References (35)

1. P.A. Blenkinsop, W.J. Evans, H.M. Flower (Eds.), Titanium'95: Science and Technology, Proceedings of the Eighth World Conference on Titanium, The Institute of Materials, London, UK, 1996.
2. I.V. Gorynin, S.S. Ushkov (Eds.), Titanium'99: Science and Technology, Proceedings of the Ninth World Conference on Titanium, Central Research Institute of Structural Materials, St. Petersburg, Russia, 2000.
3. R. Boyer, G. Welsch, E.W. Collings, Materials Properties Handbook: Titanium Alloys, ASM International, Materials Park, OH, 1994.
4. M. Winstone (Ed.), Titanium Alloys at Elevated Temperature: Structural Development and Service Behaviour, The Institute of Materials, London, UK, 2001.
5. Bhadeshia, H. K. (1999). ISIJ Int.. 39 966.
6. Yescas, M. A., Bhadeshia, H. K., & Mackay, D. J. (2001). Mater. Sci. Eng. A. 311 162.
7. Metzbower, E. A., Deloach, J. J., Lalam, S. H., & Bhadeshia, H. K. (2001). Sci. Technol. Weld. Joining. 6 116.
8. Bhadeshia, H. K. (2001). ISIJ Int.. 41 626.
9. D. Cole, H.K.D.H. Bhadeshia, in: H. Cerjak (Ed.), Mathematical Modelling of Weld Phenomena 5, Institute of Materials, London, UK, 2001, p. 431.
10. Malinova, T., Malinov, S., & Pantev, N. (2001). Surf. Coat. Technol.. 135 258.
11. Metzbower, E. A., Deloach, J. J., Lalam, S. H., & Bhadeshia, H. K. (2001). Sci. Technol. Weld. Joining. 6 368.
12. Malinova, T., Pantev, N., & Malinov, S. (2001). Mater. Sci. Technol.. 17 168.
13. Lalam, S. H., Bhadeshia, H. K., & MacKay, D. J. (2000). Australasian Weld. J.. 45 33.
14. Lalam, S. H., Bhadeshia, H. K., & MacKay, D. J. (2000). Sci. Technol. Weld. Joining. 5 135.
15. Brun, F., Yoshida, T., Robson, J. D., Narayan, V., Bhadeshia, H. K., & MacKay, D. J. (1999). Mater. Sci. Technol.. 5 547.
16. Bailer-Jones, C. A., Bhadeshia, H. K., & MacKay, D. J. (1999). Mater. Sci. Technol.. 15 287.
17. Narayan, V., Abad, R., Lopez, B., Bhadeshia, H. K., & MacKay, D. J. (1999). ISIJ Int.. 39 999.
18. Singh, S. B., Bhadeshia, H. K., MacKay, D. J., Carey, H., & Martin, I. (1998). Ironmaking Steelmaking. 25 355.
19. Gavard, L., Bhadeshia, H. K., MacKay, D. J., & Suzuki, S. (1996). Mater. Sci. Technol.. 12 453.
20. Ichikawa, K., Bhadeshia, H. K., & MacKay, D. J. (1996). Sci. Technol. Weld. Joining. 1 43.
21. Bhadeshia, H. K., MacKay, D. J., & Svensson, L. -E (1995). Mater. Sci. Technol.. 11 1046.
22. Wang, J., Van der Wolk, P. J., & Van der Zwaag, S. (2000). J. Mater. Sci.. 35 4393.
23. O. Gundersen, A.O. Kluken, O.R. Myhr, J.E. Jones, V. Rhoades, J. Day, J.C. Jones, B. Krygowski, in: H. Cerjak (Ed.), Mathematical Modelling of Weld Phenomena 5, Institute of Materials, London, UK, 2001, p. 671
24. Roberts, S. M., Kusiak, J., Liu, Y. L., Forcellese, A., & Withers, P. J. (1998). J. Mater. Process. Technol.. 80/81 507.
25. Reed, P. A., Schooling, J. M., & Brown, M. (1999). Mater. Sci. Eng. A. 260 222.
26. Fujii, H., MacKay, D. J., Bhadeshia, H. K., Harada, H., & Nogi, K. (1999). J. Jpn. Inst. Met.. 63 905.
27. Yoshitake, S., Narayan, V., Harada, H., Bhadeshia, H. K., & MacKay, D. J. (1998). ISIJ Int.. 38 495.
28. Badmos, A. Y., Bhadeshia, H. K., & MacKay, D. J. (1998). Mater. Sci. Technol.. 14 793.
29. Malinov, S., Sha, W., & Guo, Z. (2000). Mater. Sci. Eng. A. 283 1.
30. Malinov, S., Sha, W., & McKeown, J. J. (2001). Comput. Mater. Sci.. 21 375.
31. S. McShane, S. Malinov, J.J. McKeown, W. Sha, in: M. Cross, J.W. Evans, C. Bailey (Eds.), Computational Modelling of Materials, Minerals, and Metals Processing, TMS, PA, 2001, pp. 653-662.
32. Z. Guo, W. Sha, in: I.V. Gorynin, S.S. Ushkov (Eds.), Titanium'99: Science and Technology, Proceedings of the Ninth World Conference on Titanium, Central Research Institute of Structural Materials, St. Petersburg, Russia, 2000, pp. 61-68.
33. Malinov, S., Markovsky, P., Sha, W., & Guo, Z. (2001). J. Alloys Compd.. 314 181.
34. Malinov, S., Markovsky, P., & Sha, W. (2002). J. Alloys Compd.. 333 122.
35. Malinov, S., Sha, W., & Markovsky, P. (2003). J. Alloys Compd.. 348 110.