James L. Beck

According to our database, James L. Beck authored at least 19 papers between 2006 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Adaptive Meta-Learning Stochastic Gradient Hamiltonian Monte Carlo Simulation for Bayesian Updating of Structural Dynamic Models.

Xianghao Meng, James L. Beck, Yong Huang, Hui Li

CoRR, April, 2026

Probabilistic Graphical Model using Graph Neural Networks for Bayesian Inversion of Discrete Structural Component States.

Teng Li, Stephen Wu, Yong Huang, James L. Beck, Hui Li

CoRR, April, 2026

2021

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

Sergio Cantero-Chinchilla, James L. Beck, Juan Chiachío, Manuel Chiachío, Dimitrios Chronopoulos

SoftwareX, 2021

2020

Introduction.

James L. Beck, Oreste S. Bursi, Masahiro Kurata

Comput. Aided Civ. Infrastructure Eng., 2020

2019

Multitask Sparse Bayesian Learning with Applications in Structural Health Monitoring.

Yong Huang, James L. Beck, Hui Li

Comput. Aided Civ. Infrastructure Eng., 2019

2018

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

Majid K. Vakilzadeh, James L. Beck, Thomas Abrahamsson

SIAM J. Sci. Comput., 2018

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

Yong Huang, James L. Beck

Comput. Aided Civ. Infrastructure Eng., 2018

2015

Introduction.

James L. Beck, Wolfgang Graf, Christian Soize

Comput. Aided Civ. Infrastructure Eng., 2015

2014

Approximate Bayesian Computation by Subset Simulation.

Manuel Chiachío, James L. Beck, Juan Chiachío, Guillermo Rus

SIAM J. Sci. Comput., 2014

Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring.

Yong Huang, James L. Beck, Stephen Wu, Hui Li

Comput. Aided Civ. Infrastructure Eng., 2014

2013

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

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

Comput. Aided Civ. Infrastructure Eng., 2013

Modeling environmental disturbances with the chemical master equation.

Enoch Yeung, James L. Beck, Richard M. Murray

Proceedings of the 52nd IEEE Conference on Decision and Control, 2013

2012

Special Issue on Computational Intelligence in Structural Engineering and Mechanics.

James L. Beck, Wolfgang Graf, Christian Soize

Comput. Aided Civ. Infrastructure Eng., 2012

2010

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

Comput. Aided Civ. Infrastructure Eng., 2010

Introduction.

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

Comput. Aided Civ. Infrastructure Eng., 2010

2008

Introduction.

Zhishen Wu, James L. Beck, James M. W. Brownjohn

Comput. Aided Civ. Infrastructure Eng., 2008

2006

Structural Health Monitoring via Measured Ritz Vectors Utilizing Artificial Neural Networks.

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

Comput. Aided Civ. Infrastructure Eng., 2006

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

Jianye Ching, Matthew Muto, James L. Beck

Comput. Aided Civ. Infrastructure Eng., 2006

Introduction.

James L. Beck, Zhishen Wu

Comput. Aided Civ. Infrastructure Eng., 2006