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James L. Beck
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Proceedings Papers

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

James L. Beck, S. K. Au, K.-V. Yuen
Proc. ASME. IDETC-CIE2001, Volume 6A: 18th Biennial Conference on Mechanical Vibration and Noise, 821-828, September 9–12, 2001
Publisher: American Society of Mechanical Engineers
Paper No: DETC2001/VIB-21398
https://doi.org/10.1115/DETC2001/VIB-21398
View Paper titled, Bayesian Updating of Nonlinear Model Predictions Using Markov Chain Monte Carlo Simulation
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Topics: Chain, Simulation, Reliability, Algorithms, Cities, Dynamic systems, Probability
Journal Articles

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

Stephen Wu, Panagiotis Angelikopoulos, James L. Beck, Petros Koumoutsakos
Journal: ASCE-ASME J Risk and Uncert in Engrg Sys Part B Mech Engrg
Publisher: ASME
Article Type: Research-Article
ASME J. Risk Uncertainty Part B. March 2019, 5(1): 011006.
Paper No: RISK-17-1104
https://doi.org/10.1115/1.4040571
Published Online: August 14, 2018
View Article titled, Hierarchical Stochastic Model in Bayesian Inference for Engineering Applications: Theoretical Implications and Efficient Approximation
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Topics: Approximation, Errors, Uncertainty, Engineering systems and industry applications, Polynomials, Electromagnetic weapons, Anticancer drugs, Pharmacokinetics
Includes: Supplementary data
Journal Articles

Robust Stochastic Design of Linear Controlled Systems for Performance Optimization

Alexandros A. Taflanidis, Jeffrey T. Scruggs, James L. Beck
Journal: Journal of Dynamic Systems, Measurement, and Control
Publisher: ASME
Article Type: Research Papers
J. Dyn. Sys., Meas., Control. September 2010, 132(5): 051008.
https://doi.org/10.1115/1.4001849
Published Online: August 19, 2010
View Article titled, Robust Stochastic Design of Linear Controlled Systems for Performance Optimization
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Topics: Control equipment, Design, Optimization, Reliability, Probability, Uncertainty
Proceedings Papers

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

Sai Hung Cheung, James L. Beck
Proc. ASME. IDETC-CIE2007, Volume 1: 21st Biennial Conference on Mechanical Vibration and Noise, Parts A, B, and C, 1549-1558, September 4–7, 2007
Publisher: American Society of Mechanical Engineers
Paper No: DETC2007-35858
https://doi.org/10.1115/DETC2007-35858
View Paper titled, Algorithms for Bayesian Model Class Selection of Higher-Dimensional Dynamic Systems
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Topics: Algorithms, Computation, Dynamic systems, Probability, Structural dynamics, Structural health monitoring
Proceedings Papers

Updating Nonlinear Dynamical Models Using Response Measurements Only

Ka-Veng Yuen, James L. Beck
Proc. ASME. IDETC-CIE2003, Volume 5: 19th Biennial Conference on Mechanical Vibration and Noise, Parts A, B, and C, 1593-1600, September 2–6, 2003
Publisher: American Society of Mechanical Engineers
Paper No: DETC2003/VIB-48494
https://doi.org/10.1115/DETC2003/VIB-48494
View Paper titled, Updating Nonlinear Dynamical Models Using Response Measurements Only
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Topics: Density, Fast Fourier transforms, Linear systems, Nonlinear dynamical systems, Nonlinear systems, Probability, Robustness, Signals, Spectral energy distribution, Statistical distributions
Journal Articles

Unified Probabilistic Approach for Model Updating and Damage Detection

Ka-Veng Yuen, James L. Beck, Lambros S. Katafygiotis
Journal: Journal of Applied Mechanics
Publisher: ASME
Article Type: Technical Papers
J. Appl. Mech. July 2006, 73(4): 555–564.
https://doi.org/10.1115/1.2150235
Published Online: September 29, 2005
View Article titled, Unified Probabilistic Approach for Model Updating and Damage Detection
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Topics: Approximation, Damage, Damping, Excitation, Probability, Stiffness, Wind, Errors, White noise, Vibration