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James L. (Jim) Beck
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Home  /  People  /  James L. (Jim) Beck

James L. (Jim) Beck

George W. Housner Professor of Engineering and Applied Science, Emeritus
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.
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Research interests: probability logic, computational Bayesian statistics, computational stochastic dynamics, quantum stochastic mechanics, system reliability theory, Bayesian system identification, stochastic structural dynamics, stochastically robust structural control

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.

Related News

Professor Beck Named Distinguished Member of ASCE
Professor Beck Receives Masanobu Shinozuka Medal
Winners of the 2017 Demetriades - Tsafka - Kokkalis Prizes Announced
Professor Beck Receives Housner Medal
Four EAS Faculty Receive Named Chairs
European Association of Structural Dynamics (EASD) Awards Senior Research Prize to James Beck
Read more news   >

Publications

View more publications on feeds.library.caltech.edu
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