Body-centered cubic iron undergoes a ductile-brittle fracture transition as a function of temperature. A common way of describing the Charpy toughness is to measure the temperature T27J corresponding to a particular value of absorbed energy. Extensive data on variations in T27J as a function of the microstructure and weld metal composition have recently been published along with a linear regression analysis. In the present work we show that it is possible to infer more meaning from the data by using a neural network (non-linear regression) analysis. The software associated with this work is available on the world-wide-web.
Australasian Welding Journal, Vol. 45, 2000, pp. 33-37.
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Science and Technology of Welding and Joining
A journal founded and edited by |
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Mathematical Modelling of Weld Phenomena
Eds. H. Cerjak and K. E. Eastering |
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Mathematical Modelling of Weld Phenomena 2
Edited by H. Cerjak |
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Mathematical Modelling of Weld Phenomena 3
Edited by H. Cerjack |
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Mathematical Modelling of Weld Phenomena 4
Edited by H. Cerjack |