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AVO inversion by Artificial Neural Networks (ANN)
SEG Technical Program Expanded Abstracts 2000, 2000SUMMARY In this paper, we investigate the use of artificial neural networks (ANN) for amplitude variation with offset (AVO) analysis. Prospecting using AVO is dependent on the fact that the difference between near-offset and far-offset responses can be a hydrocarbon indicator.
Qiang Sun, John Castagna, Zhengping Liu
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Artificial Neural Network (ANNs)
2017This chapter presents a review of the major forms of the Artificial Neural Networks (ANNs) (Sordo 2002). The particular topic of discussion of this chapter is how learning takes place in these models. Different ways of training the networks are examined.
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Experimental methods in chemical engineering: Artificial neural networks–ANNs
The Canadian Journal of Chemical Engineering, 2019Artificial neural networks (ANNs) are one of the most powerful and versatile tools provided by artificial intelligence and they have now been exploited by chemical engineers for several decades in countless applications. ANNs are computational tools providing a minimalistic mathematical model of neural functions.
Jacopo Panerati +4 more
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A review of stock market prediction with Artificial neural network (ANN)
2013 IEEE International Conference on Control System, Computing and Engineering, 2013Stock market is a promising financial investment that can generate great wealth. However, the volatile nature of the stock market makes it a very high risk investment. Thus, a lot of researchers have contributed their efforts to forecast the stock market pricing and average movement.
Chang Sim Vui +4 more
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Proceedings of the 2016 International Conference on Intelligent Information Processing, 2016
Heuristic search algorithm has been widely used in the fields of geographic information system, intelligent robot path planning, etc. This paper proposes a heuristic search algorithm based on artificial neural network, which is named ANN*. The architecture of the ANN* algorithm is similar to the A* algorithm, but it contains a novel heuristic function ...
Guangli Li +5 more
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Heuristic search algorithm has been widely used in the fields of geographic information system, intelligent robot path planning, etc. This paper proposes a heuristic search algorithm based on artificial neural network, which is named ANN*. The architecture of the ANN* algorithm is similar to the A* algorithm, but it contains a novel heuristic function ...
Guangli Li +5 more
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Artificial Neural Networks (ANNs) and Solution of Civil Engineering Problems
2020This chapter reveals the advantages of artificial neural networks (ANNs) by means of prediction success and effects on solutions for various problems. With this aim, initially, multilayer ANNs and their structural properties are explained. Then, feed-forward ANNs and a type of training algorithm called back-propagation, which was benefited for these ...
Melda Yucel +2 more
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Introduction to artificial neural networks (ANN)
2021Ahmed Fawzy Gad, Fatima Ezzahra Jarmouni
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