Faculty

James L. (Jim) Beck

James L. (Jim) Beck

George W. Housner Professor of Engineering and Applied Science, Emeritus

Degrees and Appointments

B.Sc., University of Auckland, 1969; M.Sc., 1970; Ph.D., Caltech, 1979. Assistant Professor of Civil Engineering, 1981-87; Associate Professor, 1987-96; Professor, 1996-2011; Housner Professor, 2012-17; Housner Professor, Emeritus, 2017-; Executive Officer for Applied Mechanics and Civil Engineering, 1993-98.

206 355 S. Holliston (Steele House) MC 9-94 Pasadena, CA 91125

Assistant(s)

Research Group Matters
Sydney Garstang
244 Annenberg IST Center
(626) 395-4555
sydney@caltech.edu

Research Group Website » Personal Website »

Research Overview

Professor Beck focuses on the development of theory and algorithms for stochastic system modeling, uncertainty propagation and Bayesian updating of dynamic systems and networks based on sensor data, treating both modeling and excitation uncertainty. The primary computational tools are advanced stochastic simulation algorithms based on Markov chain Monte Carlo concepts. Some applications of current interest are stochastic predictions of the performance of structural systems under earthquakes, reliability assessment of technological networks, fast automated decision making for mitigation actions based on earthquake early warning systems, earthquake source inversions from seismic sensor networks, damage detection and assessment from structural sensor monitoring networks, Bayesian compressive sensing, and a stochastic mechanics approach to quantum mechanics.

List of Research Areas

probability logic, computational Bayesian statistics, computational stochastic dynamics, quantum stochastic mechanics, system reliability theory, Bayesian system identification, stochastic structural dynamics, stochastically robust structural control


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