James L. Beck

发表

Robust-to-uncertainties optimal design of seismic metamaterials

Paul-Remo Wagner, Vasilis K. Dertimanis, Eleni Chatzi, 2018 .

Real-time Reliability Estimation for Serviceability Limit States in Structures with Uncertain Dynamic Excitation and Incomplete Output Data

James L. Beck, Jianye Ching, 2007 .

Hierarchical Stochastic Model in Bayesian Inference: Theoretical Implications and Efficient Approximation

Panagiotis Angelikopoulos, Petros Koumoutsakos, James L. Beck, 2016 .

New Stochastic Simulation Method for Updating Robust Reliability of Dynamic Systems

Sai Hung Cheung, James L. Beck, 2007 .

Earthquake Probability-based Automated Decision-making Framework for Earthquake Early Warning Applications

James L. Beck, Stephen Wu, Thomas H. Heaton, 2012 .

Efficient simulation-based optimization for optimal reliability problems

James L. Beck, Alexandros A. Taflanidis, 2007 .

Introduction

Wolfgang Graf, James L. Beck, Christian Soize, 2015, Comput. Aided Civ. Infrastructure Eng..

Simplified Estimation of Economic Seismic Risk for Buildings

James L. Beck, Keith Porter, Rustem V. Shaikhutdinov, 2004 .

Use of Strong Motion Records for Model Evaluation and Seismic Analysis of a Bridge Structure

Lambros S. Katafygiotis, James L. Beck, S. D. Werner, 1994 .

Investigation of Sensitivity of Building Loss Estimates to Major Uncertain Variables for the Van Nuys Testbed

James L. Beck, Rustem V. Shaikhutdinov, Keith Porter, 2002 .

Reliability of dynamic systems using stochastic simulation

James L. Beck, Siu-Kui Au, 2005 .

Determination of Stiffness Changes from Modal Parameter Changes for Structural Health Monitoring

Lambros S. Katafygiotis, James L. Beck, M. W. Vanik, 1994 .

Smarter Structures: Real-time Loss Estimation for Instrumented Buildings

James L. Beck, Jianye Ching, Keith Porter, 2006 .

Evaluation of the Seismic Performance of a Code-Conforming Reinforced-Concrete Frame Building – Part II: Loss Estimation

Curt B. Haselton, Gregory G. Deierlein, James L. Beck, 2006 .

Ambient Vibration Surveys of a Steel Frame Building Damaged in the Northridge Earthquake

James L. Beck, David Polidori, Michael W. Vanik, 1997 .

Future Directions for Structural Health Monitoring

James L. Beck, Lucia Faravelli, Erik A. Johnson, 2004 .

Machine-Learning Methods for Earthquake Ground Motion Analysis and Simulation

James L. Beck, Arzhang Alimoradi, J. Beck, 2015 .

Sensitivity of Building Loss Estimates to Major Uncertain Variables

James L. Beck, Keith Porter, Rustem V. Shaikhutdinov, 2002 .

State-of-the-art review on Bayesian inference in structural system identification and damage assessment

Yong Huang, Hui Li, Biao Wu, 2018, Advances in Structural Engineering.

Comparative Study of Different Methods of Structural Damage Assessment

James L. Beck, Rustem V. Shaikhutdinov, Keith Porter, 2004 .

Probabilistic approach for modal identification using non‐stationary noisy response measurements only

Lambros S. Katafygiotis, James L. Beck, Ka-Veng Yuen, 2002 .

Identification of Linear Structures from Earthquake Records

James L. Beck, Paul C. Jennings, Graeme H. McVerry, 1979 .

Two-Stage Structural Health Monitoring Approach for Phase I Benchmark Studies

James L. Beck, Ka-Veng Yuen, Siu-Kui Au, 2004 .

Bayesian Model Class Selection of Higher-dimensional Dynamic Systems using Posterior Samples

Sai Hung Cheung, James L. Beck, 2007 .

New Computer Tools for Optimal Design Decisions in the Presence of Risk

James L. Beck, Sami F. Masri, Luciana R. Barroso, 1996 .

Structural Model Updating Using Expanded Modeshapes

James L. Beck, Michael W. Vanik, 1996 .

A Methodology for Performance-Based Optimal Structural Design

Costas Papadimitriou, James L. Beck, Ayhan Irfanoglu, 1998 .

Multi-Criteria Optimal Structural Design Under Uncertainty

Costas Papadimitriou, James L. Beck, Ayhan Irfanoglu, 1999 .

Structural Health Monitoring by Bayesian Updating

James L. Beck, Marcello Ciampoli, Enrico Sibilio, 2007 .

Model Identification and Seismic Analysis of Meloland Road Overcrossing

Lambros S. Katafygiotis, James L. Beck, S. D. Werner, 1993 .

A Bayesian Probability Approach to Updating Structural Models and Their Uncertainties

Lambros S. Katafygiotis, James L. Beck, 1998 .

Special Issue on Computational Intelligence in Structural Engineering and Mechanics

Wolfgang Graf, Christian Soize, James L. Beck, 2012, Comput. Aided Civ. Infrastructure Eng..

A Bayesian probabilistic approach to structural health monitoring

James L. Beck, Siu-Kui Au, M. W. Vanik, 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

Discussion of Paper by F. Miao and M. Ghosn, "Modified Subset Simulation for Reliability Analysis of Structural Systems"

Lambros S. Katafygiotis, James L. Beck, Siu-Kui Au, 2012 .

Updating Structural Reliability Based on Dynamic Test Data

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 1998 .

Real-time Bayesian State Estimation of Uncertain Dynamical Systems

James L. Beck, Jianye Ching, Rustem V. Shaikhutdinov, 2004 .

Introduction

Masahiro Kurata, James L. Beck, Oreste S. Bursi, 2018, Comput. Aided Civ. Infrastructure Eng..

Introduction

Masahiro Kurata, James L. Beck, Oreste S. Bursi, 2019, Comput. Aided Civ. Infrastructure Eng..

Introduction

Wolfgang Graf, James L. Beck, Christian Soize, 2014, Comput. Aided Civ. Infrastructure Eng..

Algorithms for Bayesian Model Class Selection of Higher-dimensional Dynamic Systems

Sai Hung Cheung, James L. Beck, 2007 .

An Automated Decision-making System Framework for Earthquake Early Warning System Applications

James L. Beck, Stephen Wu, 2011 .

Structural identification using linear models and earthquake records

James L. Beck, Paul C. Jennings, P. C. Jennings, 1980 .

Real-Time Bayesian Damage Detection for Uncertain Dynamical Systems

James L. Beck, Jianye Ching, Keith Porter, 2004 .

Combining Multiple Earthquake Models in Real Time for Earthquake Early Warning

James L. Beck, Sarah E. Minson, Thomas H. Heaton, 2017 .

A Bayesian probabilistic approach to structural health monitoring

James L. Beck, Siu-Kui Au, M. W. Vanik, 1999, Proceedings of the 1999 American Control Conference (Cat. No. 99CH36251).

Bayesian operational modal analysis and assessment of a full-scale coupled structural system using the Bayes-Mode-ID method

James L. Beck, Heung-Fai Lam, Jia-Hua Yang, 2019, Engineering Structures.

Updating Robust Reliability using Markov Chain Simulation

James L. Beck, S. K. Au, 2000 .

An Assessment to Benchmark the Seismic Performance of a Code-Conforming Reinforced-Concrete Moment-Frame Building

Jonathan P. Stewart, Curt B. Haselton, Gregory G. Deierlein, 2008 .

Seismic Analysis of a Low-Rise Shear Wall Building Using Actual Recorded Earthquake Motions

James L. Beck, Philip S. Hashimoto, James F. Costello, 1990 .

ROBUST STOCHASTIC SYSTEM DESIGN: OPTIMIZATION TREATING MODEL UNCERTAINTY

James L. Beck, J. Beck, 2008 .

Novel sparseness-inducing dual Kalman filter and its application to tracking time-varying spatially-sparse structural stiffness changes and inputs

Yong Huang, James L. Beck, Hui Li, 2020 .

Uncertainty Propagation and Feature Selection for Loss Estimation in Performance-based Earthquake Engineering

James L. Beck, Jianye Ching, Keith Porter, 2004 .

Damage Detection of Structural Systems with Noisy Incomplete Input and Response Measurements

Lambros S. Katafygiotis, James L. Beck, Ka-Veng Yuen, 2002 .

System Identification of Constructed Facilities: Challenges and Opportunities Across Hazards

James L. Beck, Ertugrul Taciroglu, Tracy Kijewski-Correa, 2008 .

A Performance-Based Optimal Design Methodology Incorporating Multiple Criteria

Costas Papadimitriou, Siu-Kui Au, James L. Beck, 2000 .

Phase I IASC-ASCE Structural Health Monitoring Benchmark Problem Using Simulated Data

Erik A. Johnson, Lambros S. Katafygiotis, James L. Beck, 2004 .

Application of Bayesian State Estimation in Real-time Loss Estimation of Instrumented Buildings

James L. Beck, Jianye Ching, Keith Porter, 2004 .

Comments on “covariance-invariant digital filtering—a better digital processing technique for ground motion studies,” by J. E. Ehrenberg and E. N. Hernandez

James L. Beck, 1982 .

Robust Stochastic System Design with Life-cycle Cost Objectives

James L. Beck, Alexandros A. Taflanidis, 2008 .

Automated Decision Procedure for Earthquake Early Warning

Gaetano Manfredi, James L. Beck, V. F. Grasso, 2007 .

Calculation of Posterior Probabilities for Bayesian Model Class Assessment and Averaging from Posterior Samples Based on Dynamic System Data

Sai Hung Cheung, James L. Beck, J. Beck, 2010, Comput. Aided Civ. Infrastructure Eng..

Seismic Analysis of Meloland Road Overcrossing Using Calibrated Structural and Foundation Models

Lambros S. Katafygiotis, James L. Beck, S. D. Werner, 1993 .

Performance-Based Optimal Design Under Seismic Risk

Costas Papadimitriou, James L. Beck, Ayhan Irfanoglu, 1998 .

EFFECTS OF GROUND MOTION UNCERTAINTY ON PREDICTING THE RESPONSE OF AN EXISTING RC FRAME STRUCTURE

Fatemeh Jalayer, James L. Beck, Keith Porter, 2004 .

Life-cycle Cost Optimal Design of Passive Dissipative Devices for Seismic Risk Mitigation

James L. Beck, Alexandros A. Taflanidis, 2009 .

Robust Diagnostics for Bayesian Compressive Sensing Technique in Structural Health Monitoring

James L. Beck, Yong Huang, Stephen Wu, 2011 .

Smart Base Isolation Design including Model Uncertainty in Ground Motion Characterization

James L. Beck, Alexandros A. Taflanidis, Jeffrey T. Scruggs, 2007 .

Optimal Strategy for Business Recovery after Earthquakes

James L. Beck, Ayhan Irfanoglu, Simon Wilkie, 2000 .

Robust reliability-based design of liquid column mass dampers under earthquake excitation using an analytical reliability approximation

James L. Beck, Alexandros A. Taflanidis, Demos C. Angelides, 2007 .

Bayesian system identification based on hierarchical sparse Bayesian learning and Gibbs sampling with application to structural damage assessment

Yong Huang, Hui Li, James L. Beck, 2017, Computer Methods in Applied Mechanics and Engineering.

Using Model Classes in System Identification for Robust Response Predictions

James L. Beck, 2009 .

Unified Probabilistic Approach for Model Updating and Damage

Lambros S. Katafygiotis, James L. Beck, Ka-Veng Yuen, 2006 .

Structural Health Monitoring Using Ambient Vibrations

James L. Beck, David Polidori, Michael W. Vanik, 1998 .

Bayesian updating and model class selection of deteriorating hysteretic structural models using recorded seismic response

James L. Beck, Matthew M. Muto, 2008 .

Bayesian inference with reliability methods without knowing the maximum of the likelihood function

Iason Papaioannou, Daniel Straub, James L. Beck, 2018, Probabilistic Engineering Mechanics.

Probabilistic system identification in the time domain

James L. Beck, 1988 .

Structural Monitoring and Evaluation Tools at Caltech: Instrumentation and Real-Time Data Analysis

James L. Beck, Thomas H. Heaton, Samuel Case Bradford, 2004 .

Probabilistic Control for the Active-Mass-Driver Benchmark Model

James L. Beck, B. Scott May, 1998 .

Some Issues in the Identification of Structural Systems for Control and Response Prediction

James L. Beck, Sami F. Masri, 1991 .

SIMPLIFIED ESTIMATION OF SEISMIC LIFE-CYCLE COSTS

James L. Beck, Keith Porter, Rustem V. Shaikhutdinov, 2003 .

An Efficient Treatment of Model Uncertainties for the Dynamic Response of Structures

Lambros S. Katafygiotis, James L. Beck, J. Beck, 1991 .

Multi-events earthquake early warning algorithm using a Bayesian approach

James L. Beck, Stephen Wu, Masumi Yamada, 2015 .

Bayesian uncertainty quantification and sparse Bayesian learning for model updating in SHM

James L. Beck, Yong Huang, J. Beck, 2017 .

Updating robust reliability using structural test data

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 2001 .

Damage Detection in Hysteretic Structures using Measured Seismic Response

James L. Beck, Matthew M. Muto, 2006 .

Application of subset simulation methods to reliability benchmark problems

Siu-Kui Au, James L. Beck, Jianye Ching, 2007 .

Seismic Loss Estimation Based on End-to-end Simulation

James L. Beck, Swaminathan Krishnan, Matthew M. Muto, 2008 .

Robust diagnostics for Bayesian compressive sensing with applications to structural health monitoring

Yong Huang, Hui Li, James L. Beck, 2011, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Semi-active Control Design using MR Dampers and Clipped Robust Reliability-based Control

James L. Beck, Ka-Veng Yuen, Y. F. Shi, 2005 .

Novel Sparse Bayesian Learning for Structural Health Monitoring Using Incomplete Modal Data

Yong Huang, James L. Beck, 2013 .

Improving Loss Estimation for Woodframe Buildings. Volume 2: Appendices

James L. Beck, Hope A. Seligson, Keith Porter, 2002 .

An efficient framework for optimal robust stochastic system design using stochastic simulation

James L. Beck, Alexandros A. Taflanidis, J. Beck, 2008 .

An Optimal Filter Approach to Identification in Structural Dynamics

James L. Beck, Paul C. Jennings, 1977 .

Reliability-based Performance Objectives and Probabilistic Model Uncertainty in Optimal Structural Control Applications

James L. Beck, Jeffrey T. Scruggs, Alexandros A. Taflanidis, 2006 .

Early Warning Systems for Large Earthquakes: Classification of Near-source and Far-source Stations by using the Bayesian Model Class Selection

James L. Beck, Thomas H. Heaton, Masumi Yamada, 2007 .

System Identification Applied to Pseudo-Dynamic Test Data: A Treatment of Experimental Errors

James L. Beck, Paramsothy Jayakumar, 1986 .

Application of Compressive Sampling for Accelerometer Signals Used in Structural Health Monitoring

Hui Li, James L. Beck, Yue Quan Bao, 2009 .

Phase II of the ASCE Benchmark Study on SHM

Shirley J. Dyke, James L. Beck, Dionisio Bernal, 2002 .

Stochastic Subset Optimization for Stochastic Design

James L. Beck, Alexandros A. Taflanidis, 2007 .

An Engineering Application of Earthquake Early Warning: ePAD-Based Decision Framework for Elevator Control

James L. Beck, Thomas H. Heaton, Stephen Wu, 2016 .

Introduction

James L. Beck, Zhishen Wu, James M. W. Brownjohn, 2008, Comput. Aided Civ. Infrastructure Eng..

Modeling environmental disturbances with the chemical master equation

Richard M. Murray, James L. Beck, Enoch Yeung, 2013, 52nd IEEE Conference on Decision and Control.

Sparse Bayesian Learning with Gibbs Sampling for Structural Health Monitoring with Noisy Incomplete Modal Data

James L. Beck, Yong Huang （黄永）, J. Beck, 2015 .

Identification of time‐varying cable tension forces based on adaptive sparse time‐frequency analysis of cable vibrations

Yuequan Bao, Thomas Y. Hou, James L. Beck, 2017 .

Reliability-Based Performance Objectives and Probabilistic Robustness in Structural Control Applications

James L. Beck, Jeffrey T. Scruggs, Alexandros A. Taflanidis, 2008 .

Propagating uncertainties for loss estimation in performance-based earthquake engineering using moment matching

James L. Beck, Jianye Ching, Keith Porter, 2009 .

Treating Model Uncertainties in Structural Dynamics

Lambros S. Katafygiotis, James L. Beck, 1988 .

Introduction

Masahiro Kurata, James L. Beck, Oreste S. Bursi, 2018, Comput. Aided Civ. Infrastructure Eng..

PEER Testbed Study on a Laboratory Building: Exercising Seismic Performance Assessment

Khalid M. Mosalam, Nicos Makris, Stephanie E. Chang, 2005 .

On Using Posterior Samples for Model Selection for Structural Identification

James L. Beck, S. H. Cheung, 2008 .

Two-step Bayesian Structure Health Monitoring Approach for IASC-ASCE Phase II Simulated and Experimental Benchmark Studies

James L. Beck, Jianye Ching, 2003 .

A Bayesian Learning Method for Structural Damage Assessment of Phase I IASC-ASCE Benchmark Problem

James L. Beck, Chang Kook Oh, 2018 .

Improving Loss Estimation for Woodframe Buildings. Volume 1: Report

James L. Beck, Hope A. Seligson, Keith Porter, 2002 .

Seismic Response Evaluation of Meloland Road Overpass Using 1979 Imperial Valley Earthquake Records

James L. Beck, M. B. Levine, S. D. Werner, 1987 .

A Probabilistic System Identification Methodology for Structural Reliability Predictions

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 1998 .

Smart optimal design and analysis of civil structures

James L. Beck, Sami F. Masri, T. Tsugawa, 1998 .

Bayesian post-processor and other enhancements of Subset Simulation for estimating failure probabilities in high dimensions

Lambros S. Katafygiotis, James L. Beck, Siu-Kui Au, 2011 .

Introduction

Masahiro Kurata, James L. Beck, Oreste S. Bursi, 2020, Comput. Aided Civ. Infrastructure Eng..

Probabilistically robust nonlinear design of control systems for base‐isolated structures

James L. Beck, Jeffrey T. Scruggs, Alexandros A. Taflanidis, 2008 .

Bayesian Updating and Model Class Selection for Hysteretic Structural Models Using Stochastic Simulation

James L. Beck, Matthew M. Muto, J. Beck, 2008 .

Monitoring Structural Health Using a Probabilistic Measure

James L. Beck, Siu-Kui Au, M. W. Vanik, 2001 .

A BENCHMARK PROBLEM FOR STRUCTURAL HEALTH MONITORING AND DAMAGE DETECTION

Lambros S. Katafygiotis, James L. Beck, Heung-Fai Lam, 2000 .

Full Gibbs Sampling Procedure for Bayesian System Identification Incorporating Sparse Bayesian Learning with Automatic Relevance Determination

Yong Huang, James L. Beck, 2018, Comput. Aided Civ. Infrastructure Eng..

Entropy-based optimal sensor location for structural damage detection

Costas Papadimitriou, James L. Beck, Siu-Kui Au, 1998, Smart Structures.

Stochastic System Design Optimization using Stochastic Simulation

James L. Beck, Alexandros A. Taflanidis, 2008 .

On choosing state variables for piecewise-smooth dynamical system simulations

Michael D. Todd, James L. Beck, Jin-Song Pei, 2018, Nonlinear Dynamics.

Probabilistic control for the Active Mass Driver benchmark structural model

James L. Beck, B. Scott May, 1998 .

Using Approximate Bayesian Computation by Subset Simulation for Efficient Posterior Assessment of Dynamic State-Space Model Classes

James L. Beck, Thomas Abrahamsson, Majid K. Vakilzadeh, 2016, SIAM J. Sci. Comput..

Class of Masing Models for Plastic Hysteresis in Structures

James L. Beck, Paramsothy Jayakumar, 1996 .

Bayesian compressive sensing for approximately sparse signals and application to structural health monitoring signals for data loss recovery

Yong Huang, Hui Li, James L. Beck, 2016 .

Evaluation of the seismic performance of a code‐conforming reinforced‐concrete frame building—from seismic hazard to collapse safety and economic losses

Jonathan P. Stewart, Gregory G. Deierlein, James L. Beck, 2007 .

An Experimental Study of the Active Control of a Building Model

James L. Beck, Sami F. Masri, Wilfred D. Iwan, 1992 .

Special Issue on Uncertainty Quantification and Propagation in Structural Systems

Costas Papadimitriou, Eleni Chatzi, James L. Beck, 2016 .

Hierarchical sparse Bayesian learning for structural damage detection: Theory, computation and application

Yong Huang, James L. Beck, Hui Li, 2017 .

Bayesian model updating of higher-dimensional dynamic systems

Sai Hung Cheung, James L. Beck, 2007 .

Earthquake engineering applications of structural health monitoring: EARTHQUAKE ENGINEERING APPLICATIONS OF STRUCTURAL HEALTH MONITORING

Charles R. Farrar, James L. Beck, Anil K. Chopra, 2013 .

Life-cycle cost optimal design of passive dissipative devices

James L. Beck, Alexandros A. Taflanidis, J. Beck, 2009 .

New Bayesian Updating Methodology for Model Validation and Robust Predictions Based on Data from Hierarchical Subsystem Tests

Sai Hung Cheung, James L. Beck, J. Beck, 2008 .

Earthquake early warning application to buildings

James L. Beck, Thomas H. Heaton, Stephen Wu, 2014 .

Salient factor score validation--A 1972 release cohort

James L. Beck, Peter B. Hoffman, 1976 .

Simplified PBEE to Estimate Economic Seismic Risk for Buildings

James L. Beck, Keith Porter, 2004 .

Structural Health Monitoring via Measured Ritz Vectors Utilizing Artificial Neural Networks

James L. Beck, Ka-Veng Yuen, Heung-Fai Lam, 2006, Comput. Aided Civ. Infrastructure Eng..

AN EXPERIMENTAL BENCHMARK PROBLEM IN STRUCTURAL HEALTH MONITORING

Shirley J. Dyke, James L. Beck, Carlos E. Ventura, 2001 .

Bayesian Kinematic Finite Fault Source Models (Invited)

James L. Beck, Sarah E. Minson, Mark Simons, 2010 .

Robust-to-Modeling-Uncertainties Nonlinear Control Design for Offshore Structures

James L. Beck, Alexandros A. Taflanidis, Demos C. Angelides, 2008 .

Relevance Vector Machine Regression Applied to Structural Health Monitoring

James L. Beck, C. K. Oh, 2007 .

Hierarchical Stochastic Model in Bayesian Inference for Engineering Applications: Theoretical Implications and Efficient Approximation

Panagiotis Angelikopoulos, Petros Koumoutsakos, James L. Beck, 2018, ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg.

Exploiting convexification for Bayesian optimal sensor placement by maximization of mutual information

James L. Beck, Pinaky Bhattacharyya, J. Beck, 2019, Structural Control and Health Monitoring.

Decision Support Tools for Earthquake Recovery of Businesses

Anne S. Kiremidjian, James L. Beck, Ayhan Irfanoglu, 1999 .

Two-Stage System Identification Results for Benchmark Structure

James L. Beck, Ka-Veng Yuen, S. K. Au, 2000 .

Reliability‐based robust control for uncertain dynamical systems using feedback of incomplete noisy response measurements

James L. Beck, Ka-Veng Yuen, J. Beck, 2003 .

Preface to the Special Issue on Phase I of the IASC-ASCE Structural Health Monitoring Benchmark

James L. Beck, Dionisio Bernal, 2004 .

The Seismic Response of a Reinforced Concrete Bridge Pier Designed to Step

James L. Beck, R. I. Skinner, J. Beck, 1973 .

Seismic Reliability Assessment of Structures via Subset Simulation and Bayesian Updating

James L. Beck, Marcello Ciampoli, Enrico Sibilio, 2006 .

Synergistic combination of systems for structural health monitoring and earthquake early warning for structural health prognosis and diagnosis

James L. Beck, Stephen Wu, Stephen Wu, 2012, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Bayes-Mode-ID: A Bayesian modal-component-sampling method for operational modal analysis

James L. Beck, Heung-Fai Lam, Jia-Hua Yang, 2019, Engineering Structures.

Subset Simulation – A New Approach to Calculating Small Failure Probabilities

James L. Beck, S. K. Au, 2000 .

Structural identification of JPL Building 180 using optimally synchronized earthquake records

James L. Beck, Graeme H. McVerry, 1983 .

Probabilistically-robust nonlinear control of offshore structures

James L. Beck, Alexandros A. Taflanidis, Demos C. Angelides, 2007 .

Bayesian Post-Processing for Subset Simulation for Decision Making under Risk

James L. Beck, Konstantin M. Zuev, J. Beck, 2012 .

Effect of Seismic Risk on Lifetime Property Value

Siu-Kui Au, James L. Beck, Keith Porter, 2004 .

Determining models of structures from earthquake records

James L. Beck, J. Beck, 1978 .

ePAD: Earthquake Probability‐Based Automated Decision‐Making Framework for Earthquake Early Warning

James L. Beck, Thomas H. Heaton, Stephen Wu, 2013, Comput. Aided Civ. Infrastructure Eng..

Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization

James L. Beck, Sergio Cantero-Chinchilla, Dimitrios Chronopoulos, 2020 .

Experimental Phase II of the Structural Health Monitoring Benchmark Problem

Shirley J. Dyke, James L. Beck, Dionisio Bernal, 2003 .

Damage Detection for a Benchmark Structure using One-step and Two-step Probabilistic Approaches

Lambros S. Katafygiotis, James L. Beck, Ka-Veng Yuen, 2001 .

Robust Stochastic Design of Linear Controlled Systems for Performance Optimization

James L. Beck, Alexandros A. Taflanidis, Jeffrey T. Scruggs, 2010 .

New Bayesian Model Updating Algorithm Applied to a Structural Health Monitoring Benchmark

James L. Beck, Jianye Ching, J. Beck, 2004 .

Effects of two alternative representations of ground‐motion uncertainty on probabilistic seismic demand assessment of structures

Fatemeh Jalayer, James L. Beck, J. Beck, 2008 .

Hierarchical sparse Bayesian learning: theory and application for inferring structural damage from incomplete modal data

Yong Huang, James L. Beck, 2015 .

Structural protection using MR dampers with clipped robust reliability-based control

James L. Beck, Ka-Veng Yuen, Heung-Fai Lam, 2007 .

Ambient vibration studies of three steel-frame buildings strongly shaken by the 1994 Northridge earthquake

James L. Beck, Michael W. Vanik, B. Scott May, 1995 .

Bayesian system identification and response predictions robust to modeling uncertainty

James L. Beck, 2014 .

Robust Mass Damper Design using Stochastic Simulation

James L. Beck, Alexandros A. Taflanidis, Demos C. Angelides, 2006 .

The New Zealand Strong Motion Earthquake Recorder Network

James L. Beck, R. I. Skinner, R. T. Hefford, 1979 .

Bayesian Updating and Model Class Selection of Deteriorating Hysteretic Structural Models using Seismic Response Data

James L. Beck, Matthew M. Muto, J. Beck, 2007 .

Probabilistic System Identification for Nonlinear Systems with Uncertain Input

James L. Beck, Ka-Veng Yuen, 2001 .

MODELING ROBUSTNESS AND STRUCTURAL RELIABILITY ANALYSIS

James L. Beck, Gerhart I. Schuëller, Hector A. Jensen, 2008 .

Introduction [to special issue (v.25:5, July 2010)of the CACAIE journal, devoted to some recent research applying CI in structural engineering and mechanics]

Lambros S. Katafygiotis, James L. Beck, Wolfgang Graf, 2010 .

Reliability-Based Design Using Two-Stage Stochastic Optimization with a Treatment of Model Prediction Errors

James L. Beck, Alexandros A. Taflanidis, J. Beck, 2010 .

Sparse Kalman Filter Implementation for Input and State Estimation via Acceleration Measurements

Yong Huang, James L. Beck, 2018 .

A Simulated Data Benchmark Problem in Structural Health Monitoring

Lambros S. Katafygiotis, James L. Beck, Heung-Fai Lam, 2001 .

A practical system for isolating structures from earthquake attack

James L. Beck, R. I. Skinner, G. N. Bycroft, 1974 .

Reliability-Based Optimal Design Decisions in the Presence of Seismic Risk

Costas Papadimitriou, James L. Beck, Ayhan Irfanoglu, 1996 .

General network reliability problem and its efficient solution by Subset Simulation

James L. Beck, Stephen Wu, Konstantin M. Zuev, 2015 .

Approximate Bayesian Computation by Subset Simulation

Guillermo Rus-Carlborg, James L. Beck, Manuel Chiachio, 2014, SIAM J. Sci. Comput..

Bayesian model selection for ARX models and its application to structural health monitoring

James L. Beck, Tomoo Saito, J. Beck, 2010 .

Multitask Sparse Bayesian Learning with Applications in Structural Health Monitoring

Yong Huang, Hui Li, James L. Beck, 2018, Comput. Aided Civ. Infrastructure Eng..

Assessment of UBC Seismic Design Provisions using Recorded Building Motions

James L. Beck, S. D. Werner, Ahmed Nisar, 1992 .

SUBSET SIMULATION AND ITS APPLICATION TO SEISMIC RISK BASED ON DYNAMIC ANALYSIS

James L. Beck, Siu-Kui Au, J. Beck, 2003 .

Virtual Inspector and its application to immediate pre-event and post-event earthquake loss and safety assessment of buildings

Stephen Wu, James L. Beck, Judith Mitrani-Resier, 2016, Natural Hazards.

Nonstationary Response Characteristics of Linear MDOF Systems

James L. Beck, K. Papadimitriou, 1992 .

Improving Response and Reliability Predictions Using Measured Data

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 1998 .

Bayesian Updating of Nonlinear Model Predictions using Markov Chain Monte Carlo Simulation

James L. Beck, Ka-Veng Yuen, Siu-Kui Au, 2001 .

Bayesian neural networks for bridge integrity assessment

S. Arangio, James L. Beck, J. Beck, 2012 .

Knowledge-Based Assistance for the Analysis, Design and Optimization of Civil Structures

James L. Beck, Sami F. Masri, H. A. Smith, 1995 .

Robust Adaptive Structural Control

James L. Beck, Chi-Ming Yang, 1995 .

Hong Kong Full-Scale Structural Control Initiative

James L. Beck, Jay-Chung Chen, Wilfred D. Iwan, 1993 .

A performance-based optimal structural design methodology

Costas Papadimitriou, James L. Beck, Ayhan Irfanoglu, 1998 .

Investigation of Compressive Sampling for Structural Vibration Data

Yuequan Bao, Jinping Ou, James L. Beck, 2009 .

OptiSens - Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring

James L. Beck, Sergio Cantero-Chinchilla, Dimitrios Chronopoulos, 2021, SoftwareX.

Probabilistic Damage Detection Using Markov Chain Simulation with Application to a Benchmark Problem

James L. Beck, Ka-Veng Yuen, S. K. Au, 2002 .

Bayesian Analysis of the Phase II IASC–ASCE Structural Health Monitoring Experimental Benchmark Data

James L. Beck, Jianye Ching, J. Beck, 2004 .

Introduction

Wolfgang Graf, Lambros S. Katafygiotis, James L. Beck, 2010, Comput. Aided Civ. Infrastructure Eng..

Application of Subset Simulation to Seismic Risk Analysis

James L. Beck, Siu-Kui Au, J. Beck, 2002 .

Probabilistic Model Uncertainty in Control Applications

James L. Beck, Jeffrey T. Scruggs, Alexandros A. Taflanidis, 2007 .

Near‐real‐time loss estimation for instrumented buildings

James L. Beck, Keith Porter, Judith Mitrani-Reiser, 2003 .

Seismic Early Warning Systems: Procedure for Automated Decision Making

James L. Beck, Gaetano Manfredi, V. F. Grasso, 2007 .

Stochastic Approach to Control and Identification of Smart Structures

James L. Beck, Ka-Veng Yuen, 2002 .

A new class of distributed-element models for cyclic plasticity. II: On important properties of material behavior

James L. Beck, Dar Yun Chiang, J. Beck, 1994 .

Simulation of an 1857-like Mw 7.9 San Andreas Fault Earthquake and the Response of Tall Steel Moment Frame Buildings in Southern California – A Prototype Study

Chen Ji, James L. Beck, Swaminathan Krishnan, 2008 .

Updating Robust Reliability for Bridges Using Measured Vibrational Data

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 1999 .

Evaluation of a methodology for model identification in the time domain

James L. Beck, R. T. Beck, 1988 .

Sparse Bayesian Learning for Structural Health Monitoring

James L. Beck, Chang Oh, 2006 .

Bayesian State and Parameter Estimation using Particle Filters

James L. Beck, Jianye Ching, Keith Porter, 2005 .

A Bayesian approach to inferring chemical signal timing and amplitude in a temporal logic gate using the cell population distributional response

Richard M. Murray, James L. Beck, Thomas A. Catanach, 2016, bioRxiv.

Structural Model Updating and Health Monitoring with Incomplete Modal Data Using Gibbs Sampler

James L. Beck, Jianye Ching, Matthew Muto, 2006, Comput. Aided Civ. Infrastructure Eng..

Stochastic Subset Optimization for reliability optimization and sensitivity analysis in system design

James L. Beck, Alexandros A. Taflanidis, J. Beck, 2009 .

Robust Reliability of Stochastic Structural Systems under Stochastic Excitation

James L. Beck, Siu-Kui Au, 2002 .

A benchmark problem for structural health monitoring

James L. Beck, Dionisio Bernal, 2001 .

Multi-Task Sparse Bayesian Learning For Model Updating In Structural Health Monitoring

Yong Huang, Hui Li, James L. Beck, 2017 .

Reliability‐based control optimization for active base isolation systems

James L. Beck, Alexandros A. Taflanidis, Jeffrey T. Scruggs, 2006 .

Authors' reply to discussion of the paper ‘Multi-criteria optimal structural design under uncertainty’

Costas Papadimitriou, James L. Beck, Ayhan Irfanoglu, 2000 .

Introduction

James L. Beck, Zhishen Wu, J. Beck, 2006, Comput. Aided Civ. Infrastructure Eng..

Hybrid Subset Simulation method for reliability estimation of dynamical systems subject to stochastic excitation

James L. Beck, Jianye Ching, Siu-Kui Au, 2005 .

Bayesian Learning Using Automatic Relevance Determination Prior with an Application to Earthquake Early Warning

James L. Beck, Chang Kook Oh, Masumi Yamada, 2008 .

A Methodology for Reliability-based Multi-criteria Optimal Structural Design

Costas Papadimitriou, James L. Beck, Sami F. Masri, 1997 .

Special Issue of Earthquake Engineering and Structural Dynamics on earthquake engineering applications of structural health monitoring

Charles R. Farrar, James L. Beck, J. Beck, 2015 .

Probabilistic System Identification and Health Monitoring of Structures

Lambros S. Katafygiotis, James L. Beck, J. Beck, 1992 .

Modal Parameter Identification of an Offshore Platform From Earthquake Response Records

James L. Beck, R. R. Ullmann, A. B. Mason, 1989 .

Discussion of paper by F. Miao and M. Ghosn “Modified subset simulation method for reliability analysis of structural systems”, Structural Safety, 33:251–260, 2011

Siu-Kui Au, Lambros S. Katafygiotis, James L. Beck, 2012 .

Stochastic optimization using automatic relevance determination prior model for Bayesian compressive sensing

James L. Beck, Yong Huang, Stephen Wu, 2012, Smart Structures and Materials + Nondestructive Evaluation and Health Monitoring.

Hybrid Subset Simulation Method for Dynamic Reliability Problems

James L. Beck, S. K. Au, J. Ching, 2005 .

Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring

Hui Li, Yong Huang, James L. Beck, 2014, Comput. Aided Civ. Infrastructure Eng..

Structural damage detection and assessment by adaptive Markov chain Monte Carlo simulation

James L. Beck, Ka-Veng Yuen, Siu-Kui Au, 2004 .

SPECIAL ISSUE Computational Intelligence in Structural Engineering and Mechanics Introduction

Lambros S. Katafygiotis, James L. Beck, Wolfgang Graf, 2010 .

Efficient model updating and health monitoring methodology using incomplete modal data without mode matching

Lambros S. Katafygiotis, James L. Beck, Ka-Veng Yuen, 2006 .

Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences

Yong Huang, James L. Beck, Hui Li, 2021 .

Hierarchical sparse Bayesian learning for structural health monitoring with incomplete modal data

James L. Beck, Yong Huang, 2014 .

Bayesian inference with Subset Simulation: Strategies and improvements

Iason Papaioannou, Daniel Straub, James L. Beck, 2018 .

Sparse Bayesian Learning and its Application in Bayesian System Identification

Yong Huang, James L. Beck, 2021, Bayesian Inverse Problems.

Sparse Bayesian factor analysis for structural damage detection under unknown environmental conditions

James L. Beck, Yong Xia, Xiaoyou Wang, 2021 .

Structural damage detection of space frame structures with semi-rigid connections

James L. Beck, Yong Xia, Rongrong Hou, 2021 .

Connecting mem-models with classical theories

Michael D. Todd, James L. Beck, Jin-Song Pei, 2021, Nonlinear Dynamics.

Analyzing the Sufficiency of Alternative Scalar and Vector Intensity Measures of Ground Shaking Based on Information Theory

Farzin Zareian, Fatemeh Jalayer, James L. Beck, 2012 .

Analytical approximation for stationary reliability of certain and uncertain linear dynamic systems with higher‐dimensional output

James L. Beck, Alexandros A. Taflanidis, J. Beck, 2006 .

Asymptotically Independent Markov Sampling: a new MCMC scheme for Bayesian Inference

James L. Beck, Konstantin M. Zuev, J. Beck, 2011, 1110.1880.

Bayesian inversion for finite fault earthquake source models I—theory and algorithm

James L. Beck, Sarah E. Minson, Mark Simons, 2013 .

Uniqueness in Structural System Identification

Lambros S. Katafygiotis, James L. Beck, J. Beck, 1990 .

System Identification Methods Applied to Measured Seismic Response

James L. Beck, J. Beck, 1996 .

Probabilistic Approach to Structural Health Monitoring from Dynamic Testing

Lambros S. Katafygiotis, James L. Beck, 1991 .

Statistical System Identification of Structures

James L. Beck, J. Beck, 1989 .

Linear System Response by DFT: Analysis of a Recent Modified Method

James L. Beck, John F. Hall, 1993 .

Treatment of Multiple Design Points in Reliability Methods

Costas Papadimitriou, James L. Beck, Siu-Kui Au, 1998 .

Generalized Trajectory Methods for Finding Multiple Extrema and Roots of Functions

James L. Beck, C. Yang, J. Beck, 1998 .

Updating Dynamic Models and their Associated Uncertainties for Structural Systems

Lambros S. Katafygiotis, James L. Beck, 1992 .

Quick algorithms for computing either displacement, velocity or acceleration of an oscillator

James L. Beck, J. Beck, Michael J. Dowling, 1988 .

Updating of a Model and its Uncertainties Utilizing Dynamic Test Data

Lambros S. Katafygiotis, James L. Beck, 1991 .

Approximate Bayesian Computation by Subset Simulation for model selection in dynamical systems

James L. Beck, Thomas Abrahamsson, Majid Khorsand Vakilzadeh, 2017 .

Global optimization using the asymptotically independent Markov sampling method

James L. Beck, Konstantin M. Zuev, J. Beck, 2013 .

Sensor-Controlled Hooded Sprayer for Row Crops'

James L. Beck, James E. Hanks, J. Beck, 1998 .

Approximate Solutions for Nonlinear Random Vibration Problems

James L. Beck, David Polidori, 1996 .

Bayesian Updating and Uncertainty Quantification using Sequential Tempered MCMC with the Rank-One Modified Metropolis Algorithm

James L. Beck, Thomas A. Catanach, J. Beck, 2018, 1804.08738.

Using Information Theory Concepts to Compare Alternative Intensity Measures for Representing Ground Motion Uncertainty

Fatemeh Jalayer, James L. Beck, 2006 .

Bayesian Linear Structural Model Updating using Gibbs Sampler with Modal Data

James L. Beck, Matthew M. Muto, Jianye Ching, 2005 .

Moving Resonance in Nonlinear Response to Fully Nonstationary Stochastic Ground Motion

Costas Papadimitriou, James L. Beck, J. Beck, 1993 .

Approximate Bayesian Computation by Subset Simulation using hierarchical state-space models

Yong Huang, James L. Beck, Thomas Abrahamsson, 2017 .

Robust Stochastic Predictions of Dynamic Response During and Monitoring of Structures

James L. Beck, J. Beck, 2011 .

System Identification Using Nonlinear Structural Models

James L. Beck, Paramsothy Jayakumar, 1988 .

Reliability Estimation for Dynamical Systems Subject to Stochastic Excitation using Subset Simulation with Splitting

James L. Beck, Jianye Ching, Siu-Kui Au, 2005 .

On the solution of first-excursion failure problem for linear systems by efficient simulation

James L. Beck, Siu-Kui Au, 2000 .

Reliability-based Optimal Design by Efficient Stochastic Simulation

James L. Beck, Alexandros A. Taflanidis, 2006 .

Approximate Analysis of Response Variability of Uncertain Linear Systems

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 1995 .

Cost-Effectiveness of Stronger Woodframe Buildings

James L. Beck, Keith Porter, Charles Scawthorn, 2006 .

Accelerograms recorded at Caltech during the Whittier Narrows earthquakes of October 1 and 4, 1987 : a preliminary report

James L. Beck, Paul C. Jennings, Wilfred D. Iwan, 1988 .

Bayesian inversion for finite fault earthquake source models – II: the 2011 great Tohoku-oki, Japan earthquake

James L. Beck, Sarah E. Minson, Anthony Sladen, 2014 .

Identification of parametric ground motion random fields from spatially recorded seismic data

James L. Beck, Aspasia Zerva, J. Beck, 2003 .

Bayesian System Identification using auxiliary stochastic dynamical systems

James L. Beck, Thomas A. Catanach, J. Beck, 2017 .

Analysis of Building Records from 1989 Loma Prieta, 1984 Morgan Hill and 1986 Mt Lewis Earthquakes

James L. Beck, S. D. Werner, Ahmed Nisar, 1992 .

Comparison of Different Model Classes for Bayesian Updating and Robust Predictions using Stochastic State-Space System Models

Sai Hung Cheung, James L. Beck, 2009 .

A very efficient moment calculation method for uncertain linear dynamic systems

Lambros S. Katafygiotis, James L. Beck, J. Beck, 1995 .

Reliability of uncertain dynamical systems with multiple design points

Costas Papadimitriou, James L. Beck, Siu-Kui Au, 1999 .

A new class of distributed-element models for cyclic plasticity—I. Theory and application

James L. Beck, Dar Yun Chiang, J. Beck, 1994 .

Bayesian Updating, Model Class Selection and Robust Stochastic Predictions of Structural Response

James L. Beck, J. Beck, 2011 .

Non-parametric stochastic subset optimization for design problems with reliability constraints

James L. Beck, Alexandros A. Taflanidis, Gaofeng Jia, 2015 .

Structural damage in Mexico City

James L. Beck, John F. Hall, 1986 .

Updating Properties of Nonlinear Dynamical Systems with Uncertain Input

James L. Beck, Ka-Veng Yuen, J. Beck, 2003 .

Prior and Posterior Robust Stochastic Predictions for Dynamical Systems using Probability Logic

James L. Beck, Alexandros A. Taflanidis, J. Beck, 2013 .

A transformation method for implementing classical multi-yield-surface theory using the hardening rule of Mroz

James L. Beck, Dar Yun Chiang, J. Beck, 1996 .

Bayesian Model Updating Approach for Ground-Motion Attenuation Relations

James L. Beck, Matthew M. Muto, Marcello Ciampoli, 2006 .

Probability Logic, Model Uncertainty and Robust Predictive System Analysis

Sai Hung Cheung, James L. Beck, 2009 .

Comparison between transfer function and modal minimization methods for system identification

James L. Beck, J. Beck, Robert Teran Beck, 1985 .

Asymptotic Expansions for Reliabilities and Moments of Uncertain Dynamic Systems

Costas Papadimitriou, Lambros S. Katafygiotis, James L. Beck, 1995 .