Mr. Jie Guo Profile

Jie Guo

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Publications (3)

Proceedings Article | 19 July 2024 Paper

Prediction of bow blow concentration of trailing suction hopper dredger by LSTM with stacking fusion

Zhikai Jiang, Menghong Yu, Jie Guo

Proceedings Volume 13181, 131814J (2024) https://doi.org/10.1117/12.3031082

KEYWORDS: Machine learning, Data modeling, Neural networks, Sand, Error analysis, Random forests, Fluid dynamics, Detection and tracking algorithms

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Proceedings Article | 1 March 2023 Paper

Research on the prediction method of yield in extraction process of trailing suction dredger

Jie Guo, Meng Hong Yu, Bo Long Zhou

Proceedings Volume 12596, 125960I (2023) https://doi.org/10.1117/12.2671909

KEYWORDS: Neural networks, Mathematical optimization, Particles, Particle swarm optimization, Evolutionary algorithms, Sand, Error analysis, Data modeling, Process modeling, Genetic algorithms

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Proceedings Article | 20 September 2022 Paper

Research on mechanism model of extraction process of trailing suction dredger

Liqun Mei, Menghong Yu, Wei Yuan, Jie Guo

Proceedings Volume 12261, 122613Q (2022) https://doi.org/10.1117/12.2640820

KEYWORDS: Mathematical modeling, Coastal modeling, Process modeling, Particles, Analytical research, Instrument modeling

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