Area of research
Civil and Structural Engineering · Statistics, Probability and Uncertainty
Research interest
Research interests include Structural Health Monitoring Techniques, Seismic Performance and Analysis, Probabilistic and Robust Engineering Design, and Structural Engineering and Vibration Analysis.
Long short-term memory networks as emulators for finite element models of nonlinear structural dynamic systems: part 1—methodology and description of application examples
Long short-term memory networks as emulators for finite element models of nonlinear structural dynamic systems: part 2—results and perspectives
Bayesian Model Updating of a Dam-Water-Foundation Rock System: A Case Study of Pine Flat Dam
Linear system identification of the UC San Diego Geisel Library building under ambient vibration
Dynamic model of the UC San Diego NHERI six‐degree‐of‐freedom large high‐performance outdoor shake table
Continuum soil‐structure‐interaction model of the LHPOST6 shaking table reaction mass at UC San Diego
Predicting the seismic behavior of multiblock tower structures using the level set discrete element method
Framework for Risk-Targeted Performance-Based Seismic Design of Ordinary Standard Bridges
Bayesian model updating with finite element vs surrogate models: Application to a miter gate structural system
Bayesian model updating with finite element vs surrogate models: Application to a miter gate structural system
Comprehensive treatment of uncertainties in risk‐targeted performance‐based seismic design and assessment of bridges
Simplified Risk-Targeted Performance-Based Seismic Design Method for Ordinary Standard Bridges
Bayesian updating and identifiability assessment of nonlinear finite element models
Updated probabilistic seismic performance assessment framework for ordinary standard bridges in California
Comprehensive mechanics‐based virtual model of NHERI@UCSD shake table—Uniaxial configuration and bare table condition
Material Model Parameters for the Giuffrè-Menegotto-Pinto Uniaxial Steel Stress-Strain Model
Bayesian optimal estimation for output-only nonlinear system and damage identification of civil structures
A dual adaptive filtering approach for nonlinear finite element model updating accounting for modeling uncertainty
Bayesian nonlinear structural FE model and seismic input identification for damage assessment of civil structures
Nonlinear finite element model updating for damage identification of civil structures using batch Bayesian estimation
Effects of seismic isolation on the seismic response of a California high‐speed rail prototype bridge with soil‐structure and track‐structure interactions
Extended Kalman filter for material parameter estimation in nonlinear structural finite element models using direct differentiation method
Full‐Scale Structural and Nonstructural Building System Performance during Earthquakes: Part I – Specimen Description, Test Protocol, and Structural Response
Full‐Scale Structural and Nonstructural Building System Performance during Earthquakes: Part II – NCS Damage States
Material Parameter Identification in Distributed Plasticity FE Models of Frame-Type Structures Using Nonlinear Stochastic Filtering
Uncertainty Quantification in the Assessment of Progressive Damage in a 7-Story Full-Scale Building Slice
Finite-Element Model Updating for Assessment of Progressive Damage in a 3-Story Infilled RC Frame
Natural Hazards Engineering Research Infrastructure: Upgrade of the Large High Performance Outdoor Shake Table to Six Degrees of Freedom
Natural Hazards Engineering Research Infrastructure: Experimental Facility with Large, High Performance, Outdoor Shake Table
Collaborative Research: Propagation of Uncertainties in Nonlinear Frame Analysis of RC Buildings for Performance-Based Seismic Engineering
Influence of Nonstationarity Characteristics of Earthquake Ground Motions on Inelastic Structural Response