2026 Andrew W. Smyth: Mechanical and Aerospace Engineering Researcher – H-Index, Publications & Awards

Discipline name	D-Index	World Ranking	Current World Ranking	National Ranking	Current National Ranking	Publications	Citations
Mechanical and Aerospace Engineering	37	2366	2209	853	754	124	6135

Overview

Andrew W. Smyth is affiliated with Columbia University in the United States and has contributed primarily to the field of engineering, with a focus on civil and structural engineering, building and construction, artificial intelligence, control and systems engineering, and transportation.

The scientist's research covers a diverse range of topics including structural health monitoring techniques, traffic prediction and management techniques, control systems and identification, probabilistic and robust engineering design, traffic and road safety, evacuation and crowd dynamics, and facility location and emergency management.

Notable recent publications by Andrew W. Smyth include:

An unscented Kalman filter method for real time input-parameter-state estimation (2021) in Mechanical Systems and Signal Processing
SOD-YOLOv8-Enhancing YOLOv8 for Small Object Detection in Aerial Imagery and Traffic Scenes (2024) in Sensors
OBD-Data-Assisted Cost-Based Map-Matching Algorithm for Low-Sampled Telematics Data in Urban Environments (2021) in IEEE Transactions on Intelligent Transportation Systems
Sensitivity-based singular value decomposition parametrization and optimal regularization in finite element model updating (2020) in Structural Control and Health Monitoring
Driver behavior indices from large-scale fleet telematics data as surrogate safety measures (2022) in Accident Analysis & Prevention

Frequently collaborating coauthors include Sevin Mohammadi, Audrey Olivier, Jinwoo Jang, Marios Impraimakis, and Patrick Alrassy.

The venues where Andrew W. Smyth has most frequently published are:

Mechanical Systems and Signal Processing
arXiv (Cornell University)
Structural Control and Health Monitoring
2021 Winter Simulation Conference (WSC)
SSRN Electronic Journal

Best Publications

The unscented Kalman filter and particle filter methods for nonlinear structural system identification with non-collocated heterogeneous sensing†

Eleni N. Chatzi;Andrew W. Smyth

515
Citations
Multi-rate Kalman filtering for the data fusion of displacement and acceleration response measurements in dynamic system monitoring

Andrew Smyth;Meiliang Wu

442
Citations
Application of the unscented Kalman filter for real-time nonlinear structural system identification

Meiliang Wu;Andrew W. Smyth

356
Citations
Application of Neural Networks for Detection of Changes in Nonlinear Systems

S. F. Masri;A. W. Smyth;A. G. Chassiakos;T. K. Caughey

327
Citations
On-Line Parametric Identification of MDOF Nonlinear Hysteretic Systems

A. W. Smyth;S. F. Masri;A. G. Chassiakos;T. K. Caughey

276
Citations
Development of adaptive modeling techniques for non-linear hysteretic systems

Andrew W. Smyth;Sami F. Masri;Elias B. Kosmatopoulos;Anastassios G. Chassiakos

240
Citations
On-line identification of non-linear hysteretic structural systems using a variable trace approach

Jeng-Wen Lin;Raimondo Betti;Andrew W. Smyth;Richard W. Longman

207
Citations
Experimental application of on-line parametric identification for nonlinear hysteretic systems with model uncertainty

Eleni N. Chatzi;Andrew W. Smyth;Sami F. Masri

167
Citations
Experimental validation of the Kalman-type filters for online and real-time state and input estimation:

Saeed Eftekhar Azam;Eleni Chatzi;Costas Papadimitriou;Andrew Smyth

162
Citations
Joint input-state estimation in structural dynamics

K. Maes;A.W. Smyth;G. De Roeck;G. Lombaert

150
Citations
Experimental application and enhancement of the XFEM-GA algorithm for the detection of flaws in structures

Eleni N. Chatzi;Badri Hiriyur;Haim Waisman;Andrew W. Smyth

135
Citations
Detection and quantification of flaws in structures by the extended finite element method and genetic algorithms

Haim Waisman;Eleni Chatzi;Andrew W. Smyth

133
Citations
On the observability and identifiability of nonlinear structural and mechanical systems

Manolis N. Chatzis;Eleni N. Chatzi;Andrew W. Smyth

128
Citations
System identification of the Vincent Thomas suspension bridge using earthquake records

Andrew W. Smyth;Jin-Song Pei;Sami F. Masri

126
Citations
On-Line Identification of Hysteretic Systems

A. G. Chassiakos;S. F. Masri;A. W. Smyth;T. K. Caughey

117
Citations
Identification of the state equation in complex non-linear systems

S.F. Masri;J.P. Caffrey;T.K. Caughey;A.W. Smyth

112
Citations
Real-time parameter estimation for degrading and pinching hysteretic models

Meiliang Wu;Andrew Smyth

108
Citations
Modeling of the 3D rocking problem

M.N. Chatzis;A.W. Smyth

102
Citations
Particle filter scheme with mutation for the estimation of time-invariant parameters in structural health monitoring applications

Eleni N. Chatzi;Andrew W. Smyth

100
Citations
Robust Modeling of the Rocking Problem

M. N. Chatzis;A. W. Smyth

100
Citations
An experimental validation of time domain system identification methods with fusion of heterogeneous data

M.N. Chatzis;E.N. Chatzi;A.W. Smyth

84
Citations

Frequent Co-Authors

Sami F. Masri University of Southern California

Eleni Chatzi ETH Zurich

Thomas K. Caughey California Institute of Technology

Raimondo Betti Columbia University

Elias B. Kosmatopoulos Democritus University of Thrace

George Deodatis Columbia University

Geert Lombaert KU Leuven

Costas Papadimitriou University Of Thessaly

Haim Waisman Columbia University

Howard Kunreuther University of Pennsylvania

External Links

Personal website of Andrew W. Smyth

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