Výsledky vyhledávání

Akademický článek

Earth Chamber Pressure Prediction Method for Earth Pressure Balance Shield Based on LSTM-DNN Fusion Model

Autor: WANG Bozhi, HUANG Yongliang, CHEN Wenming, DING Shuang, LIU Hao, LIU Xue-zeng, PENG Zihui, WU Weifeng, WANG Jiaye

Publikováno v: Chengshi guidao jiaotong yanjiu, Vol 27, Iss 12, Pp 39-45 (2024)

［Objective］Earth chamber pressure is a key parameter for EPB (earth pressure balance) shield construction assessment. Accurate prediction of earth chamber pressure helps construction technicians take timely control measures to ensure subway tunne

Externí odkaz: https://doaj.org/article/48c5733106534ef482d26824cf9c3e74

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Akademický článek

Advanced Prediction Method for Shield Tunneling Cutterhead Torque Based on WaveNet Network

Autor: WANG Bozhi, DING Shuang, HUANG Yongliang, CHEN Wenming, XIE Hao, PENG Zihui, WU Weifeng, WANG Jiaye

Publikováno v: Chengshi guidao jiaotong yanjiu, Vol 27, Iss 7, Pp 27-33 (2024)

Objective Cutterhead torque is a crucial parameter that characterizes the safety of shield tunneling and the operating status of equipment. To address the difficulties in cutterhead torque prediction and excavation parameters timely correction, an ad

Externí odkaz: https://doaj.org/article/2f8d241a991d4e4bb67dd7d21679f4e5

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Efficient Nearest Neighbor Search Using Dynamic Programming

Autor: Wang, Pengfei, Song, Jiantao, Xin, Shiqing, Chen, Shuangmin, Tu, Changhe, Wang, Wenping, Wang, Jiaye

Given a collection of points in R^3, KD-Tree and R-Tree are well-known nearest neighbor search (NNS) algorithms that rely on space partitioning and spatial indexing techniques. However, when the query point is far from the data points or the data poi

Externí odkaz: http://arxiv.org/abs/2409.15023

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Guiding Large Language Models to Generate Computer-Parsable Content

Autor: Wang, Jiaye

We propose a method to guide Large Language Models (LLMs) in generating structured content adhering to specific conventions without fine-tuning. By utilizing coroutine-based content generation constraints through a pre-agreed context-free grammar (CF

Externí odkaz: http://arxiv.org/abs/2404.05499

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