James L. Beck

James L. Beck

California Institute of Technology

H-index: 78

North America-United States

About James L. Beck

James L. Beck, With an exceptional h-index of 78 and a recent h-index of 49 (since 2020), a distinguished researcher at California Institute of Technology, specializes in the field of Bayesian updating, Earthquake engineering, Structural dynamics, System identification and reliability, Structural monitoring.

His recent articles reflect a diverse array of research interests and contributions to the field:

Probabilistic outlier detection for robust regression modeling of structural response for high-speed railway track monitoring

Damage localization and robust diagnostics in guided-wave testing using multitask complex hierarchical sparse Bayesian learning

Neo-classical Relativistic Mechanics Theory for Electrons that Exhibits Spin, Zitterbewegung, Dipole Moments, Wavefunctions and Dirac’s Wave Equation

Robust sparse Bayesian learning for broad learning with application to high-speed railway track monitoring

Sparse Bayesian learning for damage identification using nonlinear models: Application to weld fractures of steel‐frame buildings

Introduction INTRODUCTION

OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring

Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences

James L. Beck Information

University

Position

G.W. Housner Professor of Engineering & Applied Science Emeritus

Citations(all)

26204

Citations(since 2020)

9864

Cited By

20079

hIndex(all)

78

hIndex(since 2020)

49

i10Index(all)

206

i10Index(since 2020)

131

Email

University Profile Page

California Institute of Technology

Google Scholar

View Google Scholar Profile

James L. Beck Skills & Research Interests

Bayesian updating

Earthquake engineering

Structural dynamics

System identification and reliability

Structural monitoring

Top articles of James L. Beck

Title

Journal

Author(s)

Publication Date

Probabilistic outlier detection for robust regression modeling of structural response for high-speed railway track monitoring

Structural Health Monitoring

Qi Li

Jingze Gao

James L Beck

Chao Lin

Yong Huang

...

2024/3

Damage localization and robust diagnostics in guided-wave testing using multitask complex hierarchical sparse Bayesian learning

Mechanical Systems and Signal Processing

Shicheng Xue

Wensong Zhou

James L Beck

Yong Huang

Hui Li

2023/8/15

Neo-classical Relativistic Mechanics Theory for Electrons that Exhibits Spin, Zitterbewegung, Dipole Moments, Wavefunctions and Dirac’s Wave Equation

Foundations of Physics

James L Beck

2023/6

Robust sparse Bayesian learning for broad learning with application to high-speed railway track monitoring

Structural Health Monitoring

Chenyue Wang

Jingze Gao

Hui Li

Chao Lin

James L Beck

...

2023/3

Sparse Bayesian learning for damage identification using nonlinear models: Application to weld fractures of steel‐frame buildings

Structural Control and Health Monitoring

Filippos Filippitzis

Monica D Kohler

Thomas H Heaton

James L Beck

2022/2

Introduction INTRODUCTION

Botany

R Larry Peterson

Barry J Shelp

2010/3/1

OptiSens—Convex optimization of sensor and actuator placement for ultrasonic guided-wave based structural health monitoring

SoftwareX

Sergio Cantero-Chinchilla

James L Beck

Juan Chiachío

Manuel Chiachío

Dimitrios Chronopoulos

2021/1/1

Sequential sparse Bayesian learning with applications to system identification for damage assessment and recursive reconstruction of image sequences

Computer Methods in Applied Mechanics and Engineering

Yong Huang

James L Beck

Hui Li

Yulong Ren

2021/1/1

Sparse Bayesian Learning and its Application in Bayesian System Identification

Bayesian Inverse Problems

Yong Huang

James L Beck

2021/11/10

Sparse Bayesian factor analysis for structural damage detection under unknown environmental conditions

Mechanical Systems and Signal Processing

Xiaoyou Wang

Lingfang Li

James L Beck

Yong Xia

2021/6/1

Structural damage detection of space frame structures with semi-rigid connections

Engineering Structures

Rongrong Hou

James L Beck

Xiaoqing Zhou

Yong Xia

2021/5/15

Connecting mem-models with classical theories

Nonlinear dynamics

Jin-Song Pei

François Gay-Balmaz

Darby J Luscher

James L Beck

Michael D Todd

...

2021/1

Novel sparseness-inducing dual Kalman filter and its application to tracking time-varying spatially-sparse structural stiffness changes and inputs

Computer Methods in Applied Mechanics and Engineering

Yong Huang

Jianqi Yu

James L Beck

Huiping Zhu

Hui Li

2020/12/1

Optimal sensor and actuator placement for structural health monitoring via an efficient convex cost-benefit optimization

Mechanical Systems and Signal Processing

Sergio Cantero-Chinchilla

James L Beck

Manuel Chiachío

Juan Chiachío

Dimitrios Chronopoulos

...

2020/10/1

Exploiting convexification for Bayesian optimal sensor placement by maximization of mutual information

Structural Control and Health Monitoring

Pinaky Bhattacharyya

James Beck

2020/10

See List of Professors in James L. Beck University(California Institute of Technology)

Co-Authors

H-index: 86
Hui Li

Hui Li

Harbin Institute of Technology

H-index: 66
Mark Simons

Mark Simons

California Institute of Technology

H-index: 65
Thomas Heaton

Thomas Heaton

California Institute of Technology

H-index: 62
Gregory G Deierlein

Gregory G Deierlein

Stanford University

H-index: 58
Siu-Kui Au

Siu-Kui Au

Nanyang Technological University

H-index: 53
Jianye Ching

Jianye Ching

National Taiwan University

academic-engine