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D-Index & Metrics

Mechanical and Aerospace Engineering

D-Index
37
Citations
6135
World Ranking
2369
National Ranking
854

Andrew W. Smyth publication distribution in Mechanical and Aerospace Engineering in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Mechanical and Aerospace Engineering in 2026. The highlighted bar marks where Andrew W. Smyth sits on this spectrum.

47–56 publications: 10 scientists 57–66 publications: 23 scientists 67–76 publications: 32 scientists 77–86 publications: 62 scientists 87–96 publications: 67 scientists 97–106 publications: 91 scientists 107–116 publications: 113 scientists 117–126 publications: 115 scientists 127–136 publications: 130 scientists 137–146 publications: 140 scientists 147–156 publications: 155 scientists 157–166 publications: 132 scientists 167–176 publications: 133 scientists 177–186 publications: 130 scientists 187–196 publications: 140 scientists 197–206 publications: 115 scientists 207–216 publications: 125 scientists 217–226 publications: 117 scientists 227–236 publications: 99 scientists 237–246 publications: 92 scientists 247–256 publications: 100 scientists 257–266 publications: 95 scientists 267–276 publications: 88 scientists 277–286 publications: 77 scientists 287–296 publications: 74 scientists 297–306 publications: 74 scientists 307–316 publications: 62 scientists 317–326 publications: 70 scientists 327–336 publications: 59 scientists 337–346 publications: 58 scientists 347–356 publications: 45 scientists 357–366 publications: 44 scientists 367–376 publications: 36 scientists 377–386 publications: 41 scientists 387–396 publications: 32 scientists 397–406 publications: 23 scientists 407–416 publications: 28 scientists 417–426 publications: 27 scientists 427–436 publications: 25 scientists 437–446 publications: 23 scientists 447–456 publications: 23 scientists 457–466 publications: 20 scientists 467–476 publications: 12 scientists 477–486 publications: 24 scientists 487–496 publications: 18 scientists 497–506 publications: 12 scientists 507–516 publications: 13 scientists 517–526 publications: 21 scientists 527–536 publications: 12 scientists 537–546 publications: 8 scientists 547–556 publications: 16 scientists 557–566 publications: 3 scientists 567–576 publications: 11 scientists 577–586 publications: 6 scientists 587–596 publications: 5 scientists 597–606 publications: 6 scientists 607–616 publications: 7 scientists 617–626 publications: 7 scientists 627–636 publications: 10 scientists 637–646 publications: 4 scientists 647–656 publications: 3 scientists 657–658 publications: 2 scientists 659+ publications: 100 scientists
47 publications 659+

This scientist: 124 publications — 14th percentile

14% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 659 publications or more.

Andrew W. Smyth D-index placement in Mechanical and Aerospace Engineering in 2026

The chart shows the D-index (discipline H-index) distribution of Mechanical and Aerospace Engineering scientists ranked by Research.com in 2026. The highlighted bar marks where Andrew W. Smyth sits on this spectrum.

30 D-Index: 83 scientists 31 D-Index: 113 scientists 32 D-Index: 144 scientists 33 D-Index: 153 scientists 34 D-Index: 189 scientists 35 D-Index: 158 scientists 36 D-Index: 139 scientists 37 D-Index: 127 scientists 38 D-Index: 130 scientists 39 D-Index: 126 scientists 40 D-Index: 104 scientists 41 D-Index: 100 scientists 42 D-Index: 107 scientists 43 D-Index: 101 scientists 44 D-Index: 103 scientists 45 D-Index: 79 scientists 46 D-Index: 88 scientists 47 D-Index: 70 scientists 48 D-Index: 83 scientists 49 D-Index: 44 scientists 50 D-Index: 64 scientists 51 D-Index: 56 scientists 52 D-Index: 50 scientists 53 D-Index: 48 scientists 54 D-Index: 58 scientists 55 D-Index: 52 scientists 56 D-Index: 48 scientists 57 D-Index: 42 scientists 58 D-Index: 34 scientists 59 D-Index: 42 scientists 60 D-Index: 37 scientists 61 D-Index: 42 scientists 62 D-Index: 44 scientists 63 D-Index: 22 scientists 64 D-Index: 33 scientists 65 D-Index: 29 scientists 66 D-Index: 23 scientists 67 D-Index: 29 scientists 68 D-Index: 24 scientists 69 D-Index: 19 scientists 70 D-Index: 34 scientists 71 D-Index: 26 scientists 72 D-Index: 19 scientists 73 D-Index: 18 scientists 74 D-Index: 19 scientists 75 D-Index: 14 scientists 76 D-Index: 19 scientists 77 D-Index: 8 scientists 78 D-Index: 18 scientists 79 D-Index: 16 scientists 80 D-Index: 12 scientists 81 D-Index: 17 scientists 82 D-Index: 11 scientists 83 D-Index: 16 scientists 84 D-Index: 7 scientists 85 D-Index: 9 scientists 86 D-Index: 8 scientists 87 D-Index: 6 scientists 88 D-Index: 6 scientists 89 D-Index: 7 scientists 90 D-Index: 10 scientists 91 D-Index: 4 scientists 92 D-Index: 4 scientists 93+ D-Index: 100 scientists
30 D-Index 93+

This scientist: 37 D-Index — 32nd percentile

32% of scientists in this discipline score the same or lower.

The last bar groups every scientist with 93 D-Index or more.

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

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

    Andrew Smyth;Meiliang Wu

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

    Meiliang Wu;Andrew W. Smyth

  • Application of Neural Networks for Detection of Changes in Nonlinear Systems

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

  • On-Line Parametric Identification of MDOF Nonlinear Hysteretic Systems

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

  • Development of adaptive modeling techniques for non-linear hysteretic systems

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

  • 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

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

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

  • 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

  • Joint input-state estimation in structural dynamics

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

  • 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

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

    Haim Waisman;Eleni Chatzi;Andrew W. Smyth

  • On the observability and identifiability of nonlinear structural and mechanical systems

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

  • System identification of the Vincent Thomas suspension bridge using earthquake records

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

  • On-Line Identification of Hysteretic Systems

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

  • Identification of the state equation in complex non-linear systems

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

  • Real-time parameter estimation for degrading and pinching hysteretic models

    Meiliang Wu;Andrew Smyth

  • Modeling of the 3D rocking problem

    M.N. Chatzis;A.W. Smyth

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

    Eleni N. Chatzi;Andrew W. Smyth

  • Robust Modeling of the Rocking Problem

    M. N. Chatzis;A. W. Smyth

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

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

Frequent Co-Authors

Sami F. Masri
Sami F. Masri University of Southern California
Eleni Chatzi
Eleni Chatzi ETH Zurich
Thomas K. Caughey
Thomas K. Caughey California Institute of Technology
Raimondo Betti
Raimondo Betti Columbia University
Elias B. Kosmatopoulos
Elias B. Kosmatopoulos Democritus University of Thrace
George Deodatis
George Deodatis Columbia University
Costas Papadimitriou
Costas Papadimitriou University Of Thessaly
Haim Waisman
Haim Waisman Columbia University
Howard Kunreuther
Howard Kunreuther University of Pennsylvania

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