1 |
Li, Z., Mu, B., and Peng, J. (2000), "Alkali-silica reaction of concrete with admixtures", J. Eng. Mech., ASCE, 126(3), March, 243-249.
DOI
ScienceOn
|
2 |
Haykin, S. (1994), Neural Networks, Macmillan College Publishing Company, Inc., Englewood Cliffs, NJ.
|
3 |
Cabral, S.V., and Katafygiotis, L.S. (2001), "Neural network based response surface method and adaptive importance sampling for reliability analysis of large structural systems", Proc. of 8th ICOSSAR'01, Newport Beach, CA, USA, (in print).
|
4 |
Watanabe, K., Matsuura, I., and Abe, M. (1989), "Incipient fault diagnosis of chemical processes via artificial neural networks", AIChE J., 35, November, 1803-1812.
DOI
|
5 |
Hect-Nielsen, R. (1990), Neurocomputing, Addison-Wesley Publishing Co., Reading, MA.
|
6 |
Cheon, S.W., and Chang, S.H. (1993), "Application of neural networks to a connectionist expert system for transient identification in nuclear power plants", Nuclear Technology, 102, May, 177-191.
|
7 |
Wong, F.S., Chou, K.C., and Yao, J.T.P. (1999), "Civil engineering including earthquake engineering", Chapter 6 of Practical Applications of Fuzzy Technologies, H-J Zimmermann editor, 7 of The Handbooks of Fuzzy Sets Series, Kluwer Academic Publisher, 207-246.
|
8 |
Sankarasubramanian, G., and Rajasekaran, S. (1996), "Constitutive modeling of concrete using a new failure criterion", Comp. and Struct., 58(5), March, 1003-1014.
DOI
ScienceOn
|
9 |
Hornik, K., Stinchcombe, M., and White, H. (1989), "Multilayer feedforward network are universal approximators" Neural Networks, 2, 359-366.
DOI
ScienceOn
|
10 |
Eberhart, R.C., and Dobbins, R.W. (1990), Neural Network PC Tools: A Practical Guide, Academic Press, San Diego, CA.
|
11 |
Accarain, P., and Desbrandes, R. (1993), "Neuro-computing helps pore pressure determination", Petroleum Engineer Int., 65, February, 39-42.
|
12 |
Beale, M., and Demuth, H. (1992), Neural Network Toolbox, The MathWorks, Inc., Natick, MA.
|
13 |
Boger, Z. (1992), "Application of neural networks to water and wastewater treatment plant operation", ISA Transactions, 31(1), 25-33.
DOI
ScienceOn
|
14 |
Fwa, T.F., and Chan, W.T. (1993), "Priority rating of highway maintenance needs by neural networks", J. Transp. Eng., ASCE, 119(3), May/June, 419-432.
DOI
ScienceOn
|
15 |
Venugopal, K.P., Sudhakar, R., and Pandya, A.S. (1992), "On-line learning control of autonomous underwater vehicles using feedforward neural networks", IEEE J. of Oceanic Eng., 17, October, 308-319.
DOI
ScienceOn
|
16 |
Hung, S-L, Kao, C.Y., and Lee, J.C. (2000), "Active pulse structural control using artificial neural networks", J. Eng. Mech., ASCE, 126(8), Aug., 839-849.
DOI
ScienceOn
|
17 |
Liut, D.A., Matheu, E.E., Singh, M.P., and Mook, D.T. (1999), "Neural network control of building structures by a force-matching training scheme", Earthq. Eng. and Struct. Dyn., 28(12), 1601-1620.
DOI
ScienceOn
|
18 |
U.S. Department of Transportation/Federal Highway Administration (1979) Recording and Coding Guide for the Structure Inventory and Appraisal of the Nation's Bridges, Design & Inspection Branch Bridge Division, Washington, D.C.
|
19 |
Molina, A.V. (1996), "Evaluation of infrastructure systems using neural networks", Master Thesis, The University of Tennessee, Knoxville, TN, 95.
|
20 |
Funahashi, K. (1989), "On the approximate realization of continuous mappings by neural network", Neural Networks, 2, 183-192.
DOI
ScienceOn
|
21 |
Masters, T. (1993), Practical Neural Network Recipes in C++, Academic Press, Inc., San Diego, CA.
|
22 |
Kim, J-T., Jung H-J., and Lee, I-W. (2000), "Optimal structural control using neural networks", J. Eng. Mech., ASCE, 126(2), Feb., 201-205.
DOI
ScienceOn
|
23 |
Levenberg, K. (1944), "A method for the solution of certain non-linear problems in least squares", Quart. J. Appl. Math., 2, 164-168.
|
24 |
Masri, S.F., Smyth, A.W., Chassiakos, A.K., Caughey, T.K. and Hunter, N.F. (2000) "Application of neural networks for detection of changes in nonlinear systems", J. Eng. Mech., ASCE, 126(7), July, 666-676.
DOI
ScienceOn
|
25 |
Moselhi, O., Hegazy, T., and Fazio, P. (1991) "Neural networks as tools in construction", J. Const. Eng. and Man., ASCE, 117(4), December, 606-624.
DOI
|
26 |
Silven, S. (1992), "A neural approach to the assignment algorithm for multiple-target tracking", IEEE J. Oceanic Eng., 17(4), October, 326-332.
DOI
ScienceOn
|
27 |
Vanluchene, R.D., and Sun, R. (1990), "Neural networks in structural engineering", Microcomputers in Civil Engineering, 9(3), Sept., 207-215.
|
28 |
Wassermann, P.D. (1989), Neural Computing: Theory and Practice, Van Nostrand Reinhold, NY.
|
29 |
Fan, J.Y., Nikolaou, M., and White, R.E. (1993), "An approach to fault diagnosis of chemical processes via neural networks", AIChE J., 39, January, 82-88.
DOI
|
30 |
Hoskin, J.C., Kaliyur, K.M., and Himmelblau, D.M. (1991), "Fault diagnosis in complex chemical plants using artificial neural networks", AIChE J., 37(1), January, 137-141.
DOI
|
31 |
ASCE (2001), "The 2001 Report Card for Americas Infrastructure", American Society of Civil Engineers, http:// www.asce.org/reportcard/index.cfm.
|
32 |
Fa-Long, L., Zheng, B., and Xiao-Peng, Z. (1992), "Real-time implementation of 'propagator' bearing estimation algorithm by use of neural network", IEEE J. Oceanic Eng., 17(4), October, 320-325.
DOI
ScienceOn
|
33 |
Loh, C-H., Lin, C-Y., and Huang, C-C. (2000), "Time domain identification of frames under earthquake loadings", J. Eng. Mech., ASCE, 126(7), July, 693-703.
DOI
ScienceOn
|
34 |
Marwala, T. (2000), "Damage identification using committee of neural networks", J. Eng. Mech., ASCE, 126(1), Jan., 43-50.
DOI
ScienceOn
|
35 |
Sasaki, T. (2001), "A neural network based response surface approach for computing failure probabilities", Proc. of 8th ICOSSAR'01, Newport Beach, CA, USA, (in print).
|
36 |
Feng, M.Q., and Bahng, E.Y. (1999), "Damage assessment of jacketed RC columns using vibration tests", J. Struct. Eng., ASCE, 125(3), March, 265-271.
DOI
ScienceOn
|
37 |
Cybenko, G. (1989), "Approximation by superposition of a sigmoidal function", Mathematics of Control, Signals, and Systems, 2, 303-314.
DOI
ScienceOn
|
38 |
Zhao, J., Ivan, J.N., and DeWolf, J.T. (1998), "Structural damage detection using artificial neural networks", J. Infrastructure Systems, 4(3), Sept., 93-101.
DOI
ScienceOn
|
39 |
Ohga, Y., and Seki, H. (1993), "Abnormal event identification in nuclear power plants using a neural network and knowledge processing", Nuclear Technology, 101, February, 159-167.
DOI
|
40 |
IEEE (1991), First IEEE Conference on Ocean Engineering (CNNOE), IEEE Press, NY.
|
41 |
Chou, K.C., and Yuan, J. (1993), "Fuzzy-Bayesian approach to reliability of existing structures", J. Struct. Eng., ASCE, 119(11), November, 3276-3290.
DOI
ScienceOn
|