James L. Beck

Publication Activity (10 Years)

Years Active: 2006-2021
Publications (10 Years): 9

Top Topics

Sparse Bayesian Learning

Sampling Procedure

Convex Optimization

Structural Engineering

Top Venues

Comput. Aided Civ. Infrastructure Eng.

SIAM J. Sci. Comput.

Publications

Sergio Cantero-Chinchilla, James L. Beck, Juan Chiachío, Manuel Chiachío, Dimitrios Chronopoulos
OptiSens - Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring. SoftwareX 13 (2021)
James L. Beck, Oreste S. Bursi, Masahiro Kurata
Introduction. Comput. Aided Civ. Infrastructure Eng. 35 (6) (2020)
Yong Huang, James L. Beck, Hui Li
Multitask Sparse Bayesian Learning with Applications in Structural Health Monitoring. Comput. Aided Civ. Infrastructure Eng. 34 (9) (2019)
James L. Beck, Oreste S. Bursi, Masahiro Kurata
Introduction. Comput. Aided Civ. Infrastructure Eng. 34 (9) (2019)
James L. Beck, Oreste S. Bursi, Masahiro Kurata
Introduction. Comput. Aided Civ. Infrastructure Eng. 33 (9) (2018)
James L. Beck, Oreste S. Bursi, Masahiro Kurata
Introduction. Comput. Aided Civ. Infrastructure Eng. 33 (1) (2018)
Yong Huang, James L. Beck
Full Gibbs Sampling Procedure for Bayesian System Identification Incorporating Sparse Bayesian Learning with Automatic Relevance Determination. Comput. Aided Civ. Infrastructure Eng. 33 (9) (2018)
Majid K. Vakilzadeh, James L. Beck, Thomas Abrahamsson
Using Approximate Bayesian Computation by Subset Simulation for Efficient Posterior Assessment of Dynamic State-Space Model Classes. SIAM J. Sci. Comput. 40 (1) (2018)
James L. Beck, Wolfgang Graf, Christian Soize
Introduction. Comput. Aided Civ. Infrastructure Eng. 30 (5) (2015)
Manuel Chiachío, James L. Beck, Juan Chiachío, Guillermo Rus
Approximate Bayesian Computation by Subset Simulation. SIAM J. Sci. Comput. 36 (3) (2014)
Yong Huang, James L. Beck, Stephen Wu, Hui Li
Robust Bayesian Compressive Sensing for Signals in Structural Health Monitoring. Comput. Aided Civ. Infrastructure Eng. 29 (3) (2014)
James L. Beck, Wolfgang Graf, Christian Soize
Introduction. Comput. Aided Civ. Infrastructure Eng. 29 (3) (2014)
Stephen Wu, James L. Beck, Thomas H. Heaton
ePAD: Earthquake Probability-Based Automated Decision-Making Framework for Earthquake Early Warning. Comput. Aided Civ. Infrastructure Eng. 28 (10) (2013)
Enoch Yeung, James L. Beck, Richard M. Murray
Modeling environmental disturbances with the chemical master equation. CDC (2013)
James L. Beck, Wolfgang Graf, Christian Soize
Special Issue on Computational Intelligence in Structural Engineering and Mechanics. Comput. Aided Civ. Infrastructure Eng. 27 (9) (2012)
James L. Beck, Wolfgang Graf, Lambros S. Katafygiotis
Introduction. Comput. Aided Civ. Infrastructure Eng. 25 (5) (2010)
Sai Hung Cheung, James L. Beck
Calculation of Posterior Probabilities for Bayesian Model Class Assessment and Averaging from Posterior Samples Based on Dynamic System Data. Comput. Aided Civ. Infrastructure Eng. 25 (5) (2010)
Zhishen Wu, James L. Beck, James M. W. Brownjohn
Introduction. Comput. Aided Civ. Infrastructure Eng. 23 (5) (2008)
Jianye Ching, Matthew Muto, James L. Beck
Structural Model Updating and Health Monitoring with Incomplete Modal Data Using Gibbs Sampler. Comput. Aided Civ. Infrastructure Eng. 21 (4) (2006)
Heung-Fai Lam, Ka-Veng Yuen, James L. Beck
Structural Health Monitoring via Measured Ritz Vectors Utilizing Artificial Neural Networks. Comput. Aided Civ. Infrastructure Eng. 21 (4) (2006)
James L. Beck, Zhishen Wu
Introduction. Comput. Aided Civ. Infrastructure Eng. 21 (4) (2006)