Application of Soft Computing, Machine Learning, Deep Learning and Optimizations in Geoengineering and Geoscience - Xin Gu,Wengang Zhang,Yanmei Zhang,Chongzhi Wu,Liang Han
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This book summarizes the application of soft computing techniques, machine learning approaches, deep learning algorithms and optimization techniques in geoengineering including tunnelling, excavation, pipelines, etc. and geoscience including the geohazards, rock and soil properties, etc. The book features state-of-the-art studies on use of SC,ML,DL and optimizations in Geoengineering and Geoscience. Conside ... Full description
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Description
This book summarizes the application of soft computing techniques, machine learning approaches, deep learning algorithms and optimization techniques in geoengineering including tunnelling, excavation, pipelines, etc. and geoscience including the geohazards, rock and soil properties, etc. The book features state-of-the-art studies on use of SC,ML,DL and optimizations in Geoengineering and Geoscience.
More Information
| Author | Xin Gu, Wengang Zhang, Yanmei Zhang, Chongzhi Wu, Liang Han |
|---|---|
| Publisher | Springer Nature Singapore |
| Release year | 2021 |
| Cover type | Hardcover |
| EAN | 9789811668340 |