Fig 13 - uploaded by Eduardo Barros de Moraes
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Confusion matrix on test data with ANN: (a) Case 5 and multiple label Type 3, (b) Case 1 and multiple label Type 4.
Source publication
Failure in brittle materials led by the evolution of micro- to macro-cracks under repetitive or increasing loads is often catastrophic with no significant plasticity to advert the onset of fracture. Early failure detection with respective location are utterly important features in any practical application, both of which can be effectively addresse...
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In recent years, FEA simulation of forming processes has increasingly developed as a good alternative to complex experimental work in the determination of process parameters and product properties. However, detailed material data (e.g. flow curves) are necessary for the execution of FEA simulations, which are often not available to manufacturers an...
