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Back analysis of geomechanical parameters based on a data augmentation algorithm and machine learning technique

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Pubblicato in:Underground Space vol. 21 (2025), p. 215
Autore principale: Li, Hui
Altri autori: Chen, Weizhong, Tan, Xianjun
Pubblicazione:
KeAi Publishing Communications Ltd
Soggetti:
Particle swarm optimization
Accuracy
Datasets
Optimization
Generative adversarial networks
Structural design
Mining
Machine learning
Probability distribution
Correlation coefficients
Discrete element method
Case studies
Geology
Data analysis
Simulation
Data augmentation
Artificial intelligence
Support vector machines
Neural networks
Algorithms
Engineering
Methods
Geomechanics
Design optimization
Predictions
Parameters
Design factors
Structural stability
Stability augmentation
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