1st Edition
Bayesian Compressive Sensing for Site Characterization
Foreword
Preface
1. Introduction,
2. Compressive Sensing (CS)
3. Analytics of sparse measurements on spatial data by Bayesian Compressive Sensing (BCS)
4. Simulation of spatial data from sparse measurements
5. Sample size determination for site characterization
6. Adaptive sampling in site characterization
7. Software ASSD-BCS
8. Summaries and additional remarks
Biography
Yu Wang is Professor of Geotechnical Engineering at the Hong Kong University of Science and Technology, Hong Kong.
Tengyuan Zhao is Associate Professor of Geotechnical and Geological Engineering at Xi’an Jiaotong University, China.
Yue Hu is Humboldt Postdoctoral Fellow at Leibniz Universität Hannover, Germany.
Zheng Guan is Assistant Professor of Geotechnical Risk Assessment and Management at Delft University of Technology in the Netherlands.
Kok-Kwang Phoon is Cheng Tsang Man Chair Professor and President at Singapore University of Technology and Design (SUTD). He has twice won the American Society of Civil Engineers Norman Medal and is founding editor of the journal Georisk.
