Xin Gu
11 Papers
31 Citations
Xin Gu is an academic researcher. The author has contributed to research in topics: Computer science & Landslide. The author has an hindex of 6, co-authored 10 publications.
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Papers
Application of machine learning, deep learning and optimization algorithms in geoengineering and geoscience: comprehensive review and future challenge
TL;DR: In this paper , a systematic review on the state-of-the-art application of ML, DL and OA algorithms in geoengineering and geoscience is presented, where the authors provide fundamental guidelines for researchers and engineers in the discipline of geoengineering or similar research areas.
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Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
TL;DR: This study applies an advanced deep machine learning method called gated recurrent unit (GRU) to the displacement prediction of the Jiuxianping landslide, which is a typical reservoir landslide located in the Yunyang County of Chongqing, China.
108
Efficient time-variant reliability analysis of Bazimen landslide in the Three Gorges Reservoir Area using XGBoost and LightGBM algorithms
TL;DR: Wang et al. as mentioned in this paper developed an efficient time-variant reliability analysis approach by integrating the advanced machine learning algorithms of extreme gradient boosting (XGBoost) and light gradient boosting machine (LightGBM).
86
Comprehensive review of machine learning in geotechnical reliability analysis: Algorithms, applications and further challenges
TL;DR: In this paper , the authors provide a state-of-the-art review of ML in geotechnical reliability analysis applications, including multisensor data fusion, time-variant reliability analysis, three-dimensional reliability analysis of practical cases, and ML model selection and optimization.
72
Displacement prediction of Jiuxianping landslide using gated recurrent unit (GRU) networks
TL;DR: This study applies an advanced deep machine learning method called gated recurrent unit (GRU) to the displacement prediction of the Jiuxianping landslide, which is a typical reservoir landslide located in the Yunyang County of Chongqing, China.
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