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Start Over Graduate Program Civil Engineering (PHD) Keyword Machine Learning Access Level restricted_to_institution

1. Integrating Geotechnical Domain Knowledge Into Machine Learning for Slope Stability Predictions

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Author:
Pei, Te
Title:
Integrating Geotechnical Domain Knowledge Into Machine Learning for Slope Stability Predictions
Graduate Program:
Civil Engineering (PHD)
Keywords:
Slope Stability
Landslide Susceptibility Mapping
Machine Learning
Domain Knowledge
Physics-based model
Monotonicity
File:
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Committee Members:
Chaopeng Shen, Co-Chair & Dissertation Advisor
Tong Qiu, Co-Chair & Dissertation Advisor
Ming Xiao, Major Field Member
Tieyuan Zhu, Outside Unit & Field Member
Patrick Fox, Program Head/Chair

2. In-situ Evaluation of Asphalt Pavement Modulus with Embedded Wireless Sensors: Data Collection, Processing, and Modeling

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Restricted (Penn State Only)
Author:
Zhang, Cheng
Title:
In-situ Evaluation of Asphalt Pavement Modulus with Embedded Wireless Sensors: Data Collection, Processing, and Modeling
Graduate Program:
Civil Engineering (PHD)
Keywords:
Asphalt Pavement
Pavement Condition Evaluation
Embedded Sensor
Wireless MEMS
Empirical Mode Decomposition
Machine Learning
Traffic Speed Estimation
Dynamic Modulus Estimation
File:
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Committee Members:
Linbing Wang, Special Member
Shimin Liu, Outside Unit & Field Member
Hai Huang, Co-Chair & Dissertation Advisor
Mansour Solaimanian, Major Field Member
Shihui Shen, Co-Chair & Dissertation Advisor
Farshad Rajabipour, Program Head/Chair