Sismolojide Makine Öğrenmesi Uygulamaları

Bu videoda sizlere son dönemde popülerleşen makine öğrenmesi yöntemi ile sismoloji problemlerine getirilen çözümlerden bahsediyoruz.

Kaynakça:
Görsel 1 - GerryShaw/Wikimedia Commons

Görsel 2 - towardsdatascience.com

Görsel 3 - computerhope.com

Görsel 4-7 - Asencio–Cortés, G., et al. "Earthquake prediction in California using regression algorithms and cloud-based big data infrastructure." Computers & Geosciences 115 (2018): 198-210.

Görsel 8-11 - Perol, Thibaut, Michaël Gharbi, and Marine Denolle. "Convolutional neural network for earthquake detection and location." Science Advances 4.2 (2018): e1700578.

Görsel 12-14 - Ross, Zachary E., et al. "Generalized Seismic Phase Detection with Deep Learning." arXiv preprint arXiv:1805.01075 (2018).

Görsel 15-17 - titos - Titos, Manuel, et al. "A Deep Neural Networks Approach to Automatic Recognition Systems for Volcano-Seismic Events." IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing 11.5 (2018): 1533-1544.