Browsing İnşaat Mühendisliği-Makale Koleksiyonu by Author "Balıkesir Meslek Yüksekokulu"

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Application of generalized regression neural networks in predicting the unconfined compressive strength of carbonate rocks

Ceryan, Nurcihan; Okkan, Umut; Kesimal, Ayhan (Springer Wien, 2012)

Measuring unconfined compressive strength (UCS) using standard laboratory tests is a difficult, expensive, and time-consuming task, especially with highly fractured, highly porous, weak rock. This study aims to establish ...
Modeling of tensile strength of rocks materials based on support vector machines approaches

Ceryan, Nurcihan; Okkan, Umut; Samui, Pijush; Ceryan, Şener (Wiley, 2013)

In the predicting of geological variables, artificial neural networks (ANNs) have some drawbacks including possibility of getting trapped in local minima, over training, subjectivity in the determining of model parameters ...
Prediction of unconfined compressive strength of carbonate rocks using artificial neural networks

Ceryan, Nurcihan; Okkan, Umut; Kesimal, Ayhan (Springer, 2013)

The unconfined compressive strength (UCS) of intact rocks is an important geotechnical parameter for engineering applications. Determining UCS using standard laboratory tests is a difficult, expensive and time consuming ...