1. Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods Open Access Author: Fang, Kuai Title: Understanding Hydrologic Functions of Water Storage and Soil Moisture and Improving Predictive Capability using Big Data Machine Learning Methods Graduate Program: Civil Engineering Keywords: HydrologyWatershed FunctioningWater StorageSoil MoistureMachine LearningDeep Learning File: Download Kuai_Thesis_Final.pdf Committee Members: Chaopeng Shen, Dissertation Advisor/Co-AdvisorChaopeng Shen, Committee Chair/Co-ChairXiaofeng Liu, Committee MemberKlaus Keller, Committee MemberDaniel Kifer, Outside Member
2. Laboratory Earthquake Prediction using Deep Learning Open Access Author: Girkar, Vrushali Sanjay Title: Laboratory Earthquake Prediction using Deep Learning Graduate Program: Computer Science and Engineering (MS) Keywords: Machine LearningDeep LearningEarthquake PredictionTime-Series PredictionSupervised Regression ProblemAutomatic Feature Extraction File: Download Vrushali_Thesis.pdf Committee Members: Chitaranjan Das, Program Head/ChairDaniel Kifer, Thesis Advisor/Co-AdvisorC Lee Giles, Committee MemberParisa Shokouhi, Committee Member