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Tunnel boring machines (TBM) performance prediction: A case study using big data and deep learning

Tunnelling and underground space technology, 2021-04, Vol.110, p.103636, Article 103636

2021

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From tunnel boring machine to tunnel boring robot: perspectives on intelligent shield machine and its smart operation

Journal of Zhejiang University. A. Science, 2024, Vol.25 (5), p.357-381

2024

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A case study of TBM performance prediction using field tunnelling tests in limestone strata

Tunnelling and underground space technology, 2019-01, Vol.83, p.364-372

2019

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Cross-project prediction for rock mass using shuffled TBM big dataset and knowledge-based machine learning methods

Science China. Technological sciences, 2023-03, Vol.66 (3), p.751-770

2023

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A mechanical method for predicting TBM penetration rates

Arabian journal of geosciences, 2020-05, Vol.13 (9), Article 335

2020

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A TBM Cutter Life Prediction Method Based on Rock Mass Classification

KSCE Journal of Civil Engineering, 2020, 24(9), , pp.2794-2807

2020

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Intelligent tunnelling robot system for deep-buried long tunnels

Frontiers in earth science (Lausanne), 2023-06, Vol.11

2023

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Diagnosing tunnel collapse sections based on TBM tunneling big data and deep learning: A case study on the Yinsong Project, China

Tunnelling and underground space technology, 2021-02, Vol.108, p.103700, Article 103700

2021

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Application and outlook of information and intelligence technology for safe and efficient TBM construction

Tunnelling and underground space technology, 2019-11, Vol.93, p.103097, Article 103097

2019

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Cross-project utilisation of tunnel boring machine (TBM) construction data: a case study using big data from Yin-Song diversion project in China

Georisk, 2023-01, Vol.17 (1), p.127-147

2023

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煤矿岩巷全断面掘进机(TBM)及智能化关键技术

煤炭学报, 2020-06, Vol.45 (6), p.2031-2044

2020

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Discovery of recombinases enables genome mining of cryptic biosynthetic gene clusters in Burkholderiales species

Proceedings of the National Academy of Sciences - PNAS, 2018-05, Vol.115 (18), p.E4255-E4263

2018

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Exploring the potential carbon emissions and net-zero path of international flights: A case study in Macao

Journal of environmental sciences (China), 2024-07

2024

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Rhodium‐Catalyzed C−H Activation‐Based Construction of Axially and Centrally Chiral Indenes through Two Discrete Insertions

Angewandte Chemie International Edition, 2021-07, Vol.60 (30), p.16628-16633

International ed. in English, 2021

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Spatial heterogeneity of natural and socio-economic features shape that of ecosystem services. A large-scale study on the Yangtze River economic Belt, China

Ecological indicators, 2024-02, Vol.159, p.111729, Article 111729

2024

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Joint TDOA, FDOA and PDOA Localization Approaches and Performance Analysis

Remote sensing (Basel, Switzerland), 2023-02, Vol.15 (4), p.915

2023

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Comparative Analysis of SCMOC and Models Rainstorm Forecasting Performance in Qinling Mountains and Their Surrounding Areas

Atmosphere, 2022-05, Vol.13 (5), p.705

2022

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Prognostic Nutritional Index Predicts Response and Prognosis in Cancer Patients Treated With Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis

Frontiers in nutrition (Lausanne), 2022-07, Vol.9, p.823087-823087

2022

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A comparative study of the clinical efficacy of supination-adduction type II ankle fracture surgery based on the medial pilon fracture concept versus the ankle fracture concept

BMC musculoskeletal disorders, 2021-11, Vol.22 (1), p.1-936, Article 936

2021

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FGF23 and SOX9 expression in haemophilic cartilage: In vitro studies of the effects of iron

Haemophilia : the official journal of the World Federation of Hemophilia, 2022-11, Vol.28 (6), p.1062-1068

2022

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Sensorimotor Rhythm-Brain Computer Interface With Audio-Cue, Motor Observation and Multisensory Feedback for Upper-Limb Stroke Rehabilitation: A Controlled Study

Frontiers in neuroscience, 2022-03, Vol.16, p.808830-808830

2022

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Lattice stability, mechanical and thermal properties of a new class of multicomponent (Fe, Mo, W)6C η carbides with different atomic site configurations

Ceramics international, 2022-02, Vol.48 (4), p.5107-5118

2022

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Pathological changes and expression of lysine oxidases and matrix metalloproteinases ‐1, ‐2, and ‐3 in ligaments of patients with haemophilic arthritis

Haemophilia : the official journal of the World Federation of Hemophilia, 2022-01, Vol.28 (1), p.145-150

2022

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Natural products in osteoarthritis treatment: bridging basic research to clinical applications

Chinese medicine, 2024-02, Vol.19 (1), p.25-25, Article 25

2024

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Graphene–CNT composite as catalyst support for microwave-assisted hydrogen releasing from liquid organic hydride

International journal of hydrogen energy, 2017-07, Vol.42 (27), p.17403-17413

2017

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Tunnel boring machines (TBM) performance prediction: A case study using big data and deep learning

From tunnel boring machine to tunnel boring robot: perspectives on intelligent shield machine and its smart operation

A case study of TBM performance prediction using field tunnelling tests in limestone strata

Cross-project prediction for rock mass using shuffled TBM big dataset and knowledge-based machine learning methods

A mechanical method for predicting TBM penetration rates

A TBM Cutter Life Prediction Method Based on Rock Mass Classification

Intelligent tunnelling robot system for deep-buried long tunnels

Diagnosing tunnel collapse sections based on TBM tunneling big data and deep learning: A case study on the Yinsong Project, China

Application and outlook of information and intelligence technology for safe and efficient TBM construction

Cross-project utilisation of tunnel boring machine (TBM) construction data: a case study using big data from Yin-Song diversion project in China

煤矿岩巷全断面掘进机(TBM)及智能化关键技术

Discovery of recombinases enables genome mining of cryptic biosynthetic gene clusters in Burkholderiales species

Exploring the potential carbon emissions and net-zero path of international flights: A case study in Macao

Rhodium‐Catalyzed C−H Activation‐Based Construction of Axially and Centrally Chiral Indenes through Two Discrete Insertions

Spatial heterogeneity of natural and socio-economic features shape that of ecosystem services. A large-scale study on the Yangtze River economic Belt, China

Joint TDOA, FDOA and PDOA Localization Approaches and Performance Analysis

Comparative Analysis of SCMOC and Models Rainstorm Forecasting Performance in Qinling Mountains and Their Surrounding Areas

Prognostic Nutritional Index Predicts Response and Prognosis in Cancer Patients Treated With Immune Checkpoint Inhibitors: A Systematic Review and Meta-Analysis

A comparative study of the clinical efficacy of supination-adduction type II ankle fracture surgery based on the medial pilon fracture concept versus the ankle fracture concept

FGF23 and SOX9 expression in haemophilic cartilage: In vitro studies of the effects of iron

Sensorimotor Rhythm-Brain Computer Interface With Audio-Cue, Motor Observation and Multisensory Feedback for Upper-Limb Stroke Rehabilitation: A Controlled Study

Lattice stability, mechanical and thermal properties of a new class of multicomponent (Fe, Mo, W)6C η carbides with different atomic site configurations

Pathological changes and expression of lysine oxidases and matrix metalloproteinases ‐1, ‐2, and ‐3 in ligaments of patients with haemophilic arthritis

Natural products in osteoarthritis treatment: bridging basic research to clinical applications

Graphene–CNT composite as catalyst support for microwave-assisted hydrogen releasing from liquid organic hydride

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