James L. Beck
Scholar

James L. Beck

Google Scholar ID: PyuqtQcAAAAJ
G.W. Housner Professor of Engineering & Applied Science, Emeritus, Caltech
Bayesian updatingEarthquake engineeringStructural dynamicsSystem identification and reliabilityStructural monitoring
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Citations
29,861
 
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216
 
Publications
20
 
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Publications
3 items
Adaptive Meta-Learning Stochastic Gradient Hamiltonian Monte Carlo Simulation for Bayesian Updating of Structural Dynamic Models
2026
Cited
0
MCMC with Adaptive Principal-Component Transformation: Rotation-Invariant Universal Samplers for Bayesian Structural System Identification
2026
Cited
0
Probabilistic Graphical Model using Graph Neural Networks for Bayesian Inversion of Discrete Structural Component States
2026
Cited
0
Resume (English only)
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