Special Issue on "Uncertainty Modeling and Quantification of Numerical Methods in Geotechnics" for ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems. Part A: Civil Engineering
Guest editors: Kok-Kwang Phoon, Chong Tang & Xiaowei Feng
Topics
- Calibration and verification of recent soil/rock constitutive models
- Data-driven and physics-informed soil/rock constitutive models
- Physics-informed learning machines in geotechnics (e.g., encode physics into the neural network architecture or add physics soft constraints in the neural network optimization process)
- Simulation of geotechnical spatial variability in numerical analyses
- Database assessment of the accuracy of numerical predictions in geotechnics
- Incorporation of monitoring data into geotechnical numerical methods
- Numerical methods for offshore geotechnics
- Benchmark exercises for numerical analyses in geotechnics
Important dates
- Paper Submission Deadline: December 31, 2024
- Initial Review Completed Date: February 28, 2025
- Special Issue Publication Date: August 31, 2025