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Bayesian neural networks with physics‐aware regularization for probabilistic travel time modeling

Computer-aided civil and infrastructure engineering, 2023-12, Vol.38 (18), p.2614-2631

2023

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

Structural control and health monitoring, 2007-11, Vol.14 (7), p.971-990

2007

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

International journal for numerical methods in engineering, 2010-04, Vol.82 (3), p.303-328

2010

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An unscented Kalman filter method for real time input-parameter-state estimation

Mechanical systems and signal processing, 2022-01, Vol.162, p.108026, Article 108026

2022

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Integration, identification, and assessment of generalized damped systems using an online algorithm

Journal of sound and vibration, 2022-04, Vol.523, p.116696, Article 116696

2022

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Driver behavior indices from large-scale fleet telematics data as surrogate safety measures

Accident analysis and prevention, 2023-01, Vol.179, p.106879-106879, Article 106879

2023

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Model updating of a full-scale FE model with nonlinear constraint equations and sensitivity-based cluster analysis for updating parameters

Mechanical systems and signal processing, 2017-01, Vol.83, p.337-355

2017

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A new residual-based Kalman filter for real time input–parameter–state estimation using limited output information

Mechanical systems and signal processing, 2022-10, Vol.178, p.109284, Article 109284

2022

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OBD-Data-Assisted Cost-Based Map-Matching Algorithm for Low-Sampled Telematics Data in Urban Environments

IEEE transactions on intelligent transportation systems, 2022-08, Vol.23 (8), p.12094-12107

2022

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A marginalized unscented Kalman filter for efficient parameter estimation with applications to finite element models

Computer methods in applied mechanics and engineering, 2018-09, Vol.339, p.615-643

2018

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Finite element model updating using objective-consistent sensitivity-based parameter clustering and Bayesian regularization

Mechanical systems and signal processing, 2019-01, Vol.114, p.328-345

2019

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Input–parameter–state estimation of limited information wind‐excited systems using a sequential Kalman filter

Structural control and health monitoring, 2022-04, Vol.29 (4), p.n/a

2022

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Data‐driven models for temperature distribution effects on natural frequencies and thermal prestress modeling

Structural control and health monitoring, 2020-02, Vol.27 (2), p.n/a

2020

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

Structural control and health monitoring, 2009-02, Vol.16 (1), p.99-123

2009

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Symmetry properties of natural frequency and mode shape sensitivities in symmetric structures

Mechanical systems and signal processing, 2020-09, Vol.143, p.106797, Article 106797

2020

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Particle filtering and marginalization for parameter identification in structural systems

Structural control and health monitoring, 2017-03, Vol.24 (3), p.np-n/a

2017

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On the observability and identifiability of nonlinear structural and mechanical systems

Structural control and health monitoring, 2015-03, Vol.22 (3), p.574-593

2015

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Experimental application and enhancement of the XFEM–GA algorithm for the detection of flaws in structures

Computers & structures, 2011-04, Vol.89 (7), p.556-570

2011

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Online Bayesian model assessment using nonlinear filters

Structural control and health monitoring, 2017-03, Vol.24 (3), p.np-n/a

2017

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Sensitivity‐based singular value decomposition parametrization and optimal regularization in finite element model updating

Structural control and health monitoring, 2020-06, Vol.27 (6), p.n/a

2020

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

Structural control and health monitoring, 2013-07, Vol.20 (7), p.1081-1095

2013

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

Structural safety, 2010-09, Vol.32 (5), p.326-337

2010

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USP17 is required for clathrin mediated endocytosis of epidermal growth factor receptor

Oncotarget, 2014-08, Vol.5 (16), p.6964-6975

2014

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Rapid evaluation and damage assessment of instrumented highway bridges

Earthquake engineering & structural dynamics, 2012-04, Vol.41 (4), p.755-774

2012

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System identification of the Vincent Thomas suspension bridge using earthquake records

Earthquake engineering & structural dynamics, 2003-03, Vol.32 (3), p.339-367

2003

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Bayesian neural networks with physics‐aware regularization for probabilistic travel time modeling

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

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

An unscented Kalman filter method for real time input-parameter-state estimation

Integration, identification, and assessment of generalized damped systems using an online algorithm

Driver behavior indices from large-scale fleet telematics data as surrogate safety measures

Model updating of a full-scale FE model with nonlinear constraint equations and sensitivity-based cluster analysis for updating parameters

A new residual-based Kalman filter for real time input–parameter–state estimation using limited output information

OBD-Data-Assisted Cost-Based Map-Matching Algorithm for Low-Sampled Telematics Data in Urban Environments

A marginalized unscented Kalman filter for efficient parameter estimation with applications to finite element models

Finite element model updating using objective-consistent sensitivity-based parameter clustering and Bayesian regularization

Input–parameter–state estimation of limited information wind‐excited systems using a sequential Kalman filter

Data‐driven models for temperature distribution effects on natural frequencies and thermal prestress modeling

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

Symmetry properties of natural frequency and mode shape sensitivities in symmetric structures

Particle filtering and marginalization for parameter identification in structural systems

On the observability and identifiability of nonlinear structural and mechanical systems

Experimental application and enhancement of the XFEM–GA algorithm for the detection of flaws in structures

Online Bayesian model assessment using nonlinear filters

Sensitivity‐based singular value decomposition parametrization and optimal regularization in finite element model updating

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

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

USP17 is required for clathrin mediated endocytosis of epidermal growth factor receptor

Rapid evaluation and damage assessment of instrumented highway bridges

System identification of the Vincent Thomas suspension bridge using earthquake records

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