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Fitness-for-service Fracture Assessment of Structures Containing Cracks#R##N#A Workbook based on the European SINTAP/FITNET procedure | 2007

Chapter 5 – The Model Parameters

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth

Table 3 shows the hyperparameters used to train the models. We have trained each model up to 100 iterations and kept the one with the highest LAS score on the development set. The models were optimized with Stochastic Gradient Descent (SGD) with a batch size of 8. During multitask learning, dependency parsing as the main task was weighted 1.0 while the gaze data treated as auxiliary task had a weight of 0.1.


Elsevier; 2007. | 2007

Fitness-for-Service Assessment of Structures Containing Cracks, A Workbook based on the European SINTAP/FITNET Procedure

Manfred Schödel; Robert Ainsworth; Stephen Webster; Uwe Zerbst


Archive | 2007

The Input Parameters

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Archive | 2007

Brief Overview on the Development of Flaw Assessment

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Archive | 2007

Basic Features of SINTAP/FITNET

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Archive | 2007

The Model Parameters

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Fitness-for-service Fracture Assessment of Structures Containing Cracks#R##N#A Workbook based on the European SINTAP/FITNET procedure | 2007

Chapter 7 – Validation Examples

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Fitness-for-service Fracture Assessment of Structures Containing Cracks#R##N#A Workbook based on the European SINTAP/FITNET procedure | 2007

Chapter 4 – The Input Parameters

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Fitness-for-service Fracture Assessment of Structures Containing Cracks#R##N#A Workbook based on the European SINTAP/FITNET procedure | 2007

Chapter 6 – Structural Assessment

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth


Fitness-for-service Fracture Assessment of Structures Containing Cracks#R##N#A Workbook based on the European SINTAP/FITNET procedure | 2007

Chapter 3 – Basic Features of SINTAP/FITNET

Uwe Zerbst; Manfred Schödel; Stephen Webster; Robert A. Ainsworth

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