Volume 52, Issue 1

January 2020

Special Issue on Data Science for Geosciences

Issue Editors:

7 articles in this issue

A Special Issue on Data Science for Geosciences
Vasily Demyanov
Erwan Gloaguen
Mikhail Kanevski
Editorial 19 December 2019 Pages: 1 - 3
Value of Geologically Derived Features in Machine Learning Facies Classification
Julie Halotel
Vasily Demyanov
Andy Gardiner
Special Issue Open access 16 November 2019 Pages: 5 - 29
Linear Waveform Tomography Inversion Using Machine Learning Algorithms
Tue Holm-Jensen
Thomas Mejer Hansen
Special Issue 28 June 2019 Pages: 31 - 51
Stochastic Seismic Waveform Inversion Using Generative Adversarial Networks as a Geological Prior
Lukas Mosser
Olivier Dubrule
Martin J. Blunt
Special Issue Open access 15 November 2019 Pages: 53 - 79
Development of Proxy Model for Hydraulic Fracturing and Seismic Wave Propagation Processes
Manik Singh
Sanjay Srinivasan
Special Issue 10 October 2019 Pages: 81 - 110
The Effect of Splitting of Raw Data into Training and Test Subsets on the Accuracy of Predicting Spatial Distribution by a Multilayer Perceptron
E. M. Baglaeva
A. P. Sergeev
A. G. Buevich
Special Issue 03 June 2019 Pages: 111 - 121
GPU-Accelerated Simulation of Massive Spatial Data Based on the Modified Planar Rotator Model
Milan Žukovič
Michal Borovský
Dionissios T. Hristopulos
Special Issue 04 November 2019 Pages: 123 - 143

Search