Junjie Ma - Concepedia

Author

Junjie Ma

Also Known As

JunJie Ma, Junjie Ma, Ma, Junjie

Publications

193

Citations

H-Index

Concepts

All Affiliations

Junjie Ma is an author at Chengdu University of Technology specializing in engineering, machine learning, and tunneling.

#	Concept	H-Index	Publications	Citations
1	Engineering	3	3	101
2	Civil Engineering	2	2	67
3	Computer Science	1	1	33
4	Construction Engineering	1	1	33
5	Data Science	1	1	33

Junjie Ma

Publications

134

Citations

H-Index

Page 1

	Year	Citations
Dynamic and Probabilistic Multi-class Prediction of Tunnel Squeezing Intensity Yu Chen, Tianbin Li, Peng Zeng, Rock Mechanics and Rock Engineering Computational ScienceEngineeringMachine LearningPhysicsPhysic Aware Machine Learning	2020	34
Real-time classification model for tunnel surrounding rocks based on high-resolution neural network and structure–optimizer hyperparameter optimization Junjie Ma, Chunchi Ma, Tianbin Li, Computers and Geotechnics Geotechnical EngineeringHyperparameter EstimationEngineeringMachine LearningReal-time Classification Model	2024	34
A real-time intelligent classification model using machine learning for tunnel surrounding rock and its application Junjie Ma, Tianbin Li, Gang Yang, Georisk Assessment and Management of Risk for Engineered Systems and Geohazards Artificial IntelligenceUnderground InfrastructureEngineeringMachine LearningIntelligent Systems	2023	33
A probability prediction method for the classification of surrounding rock quality of tunnels with incomplete data using Bayesian networks Junjie Ma, Tianbin Li, Xiang Li, Scientific Reports	2022	19
Novel multifractal-based classification model for the quality grades of surrounding rock within tunnels Junjie Ma, Tianbin Li, Zheng Zhang, Underground Space	2024	14

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