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Author

Yuling Ran

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Jul 2026

An AI-Driven Framework for State-Dependent Constitutive Modeling of Soils Integrating Particle Swarm Optimization and Machine Learning

This study develops an AI-driven State-Dependent modeling framework (AI-D-SD-F) that integrates Particle Swarm Optimization and Machine Learning for real-time parameter evolution and adaptive stress-strain simulation and improves prediction accuracy in geotechnical analyses.

Boxiang Zhang, Zhao-Min Lv, Lun-Yang Zhao et al. · 0 citations

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