A New View on The Processing of Seismic Data With Artificial Neural Networks
Öz
Artificial Intelligence, which works on the ability to learn in machines, has a widespread field of research. One of the most researched topics of artificial intelligence is artificial neural networks. Artificial neural networks are effective today with the solution of complex problems, calculation and processing of information. Seismic method, which is one of the basic applications of geophysical field, is widely used especially for the detection of oil by using seismic waves. With the literature review, it is seen that the types of artificial neural network architectures are used. It has been determined that different methods are used in the processing of seismic data. Using the convolutional neural network (CNN), one of the artificial neural network architectures, it is aimed to achieve success in oil detection by seismic waves.
Anahtar Kelimeler
Kaynakça
- 1. Basheer and Hajmeer, 2000, Artificial neural networks: fundamentals, computing, design, and application, 43, -3-31-.
- 2. Yao, 1999, Evolving artificial neural networks, 87, -1423-1447-.
- 3. Haykin and Network, 2004, A comprehensive foundation, 2, -41-.
- 4. Rojas, Neural networks: a systematic introduction. 2013: Springer Science & Business Media.
- 5. Caner and Akarslan, 2009, Mermer Kesme İşleminde Spesifik Enerji Faktörünün ANFIS ve YSA Yöntemleri ile Tahmini, 15, -221-226-.
- 6. Harrington, 1993, Transfer functions in artificial neural networks,
- 7. Debes, Koenig, and Gross, 2005, Transfer Functions in Artificial Neural Networks A Simulation-Based Tutorial,
- 8. Keçeli, 2010, Sismik yöntem ile zemin taşıma kapasitesi ve oturmasının saptanması, 9, -23-41-.
Ayrıntılar
Birincil Dil
İngilizce
Konular
-
Bölüm
Derleme
Yazarlar
Betül Ağaoğlu
*
Türkiye
Fatima Zehra Unal
Türkiye
Mehmet Serdar Guzel
Türkiye
Erkan Bostancı
Türkiye
İman Askerbeyli
Bu kişi benim
Türkiye
Yayımlanma Tarihi
23 Aralık 2019
Gönderilme Tarihi
24 Eylül 2019
Kabul Tarihi
20 Kasım 2019
Yayımlandığı Sayı
Yıl 2019 Cilt: 3 Sayı: 2