Shamim N. Pakzad
- (2024): AI-enabled indirect bridge strain sensing using field acceleration data. In: Computers & Structures, v. 305 (December 2024).
- (2023): Active structural control framework using policy-gradient reinforcement learning. In: Engineering Structures, v. 274 (January 2023).
- (2022): Bridge modal property identification based on asynchronous mobile sensing data. In: Structural Health Monitoring, v. 22, n. 3 (September 2022).
- (2010): Development and deployment of large scale wireless sensor network on a long-span bridge. In: Smart Structures and Systems, v. 6, n. 5-6 (July 2010).
- (2014): Statistics based localized damage detection using vibration response. In: Smart Structures and Systems, v. 14, n. 2 (August 2014).
- (2021): High-Dimensional Uncertainty Quantification in a Hybrid Data + Model-Based Submodeling Method for Refined Response Estimation at Critical Locations. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 7, n. 3 (September 2021).
- (2008): Design and Implementation of Scalable Wireless Sensor Network for Structural Monitoring. In: Journal of Infrastructure Systems, v. 14, n. 1 (March 2008).
- (2021): DynNet: Physics-based neural architecture design for nonlinear structural response modeling and prediction. In: Engineering Structures, v. 229 (February 2021).
- (2016): Sensitivity Metrics for Maximum Likelihood System Identification. In: ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering, v. 2, n. 3 (September 2016).
- (2020): Hybrid data + model‐based submodeling method for a refined response estimation at critical locations. In: Structural Control and Health Monitoring, v. 28, n. 1 (October 2020).
- (2020): Simplified vehicle–bridge interaction for medium to long-span bridges subject to random traffic load. In: Journal of Civil Structural Health Monitoring, v. 10, n. 4 (June 2020).
- (2018): Scalable Structural Modal Identification Using Dynamic Sensor Network Data with STRIDEX. In: Computer-Aided Civil and Infrastructure Engineering, v. 33, n. 1 (January 2018).
- (2020): Modal Identification of Bridges Using Mobile Sensors with Sparse Vibration Data. In: Journal of Engineering Mechanics (ASCE), v. 146, n. 4 (April 2020).
- (2019): Parameter Estimation of Autoregressive-Exogenous and Autoregressive Models Subject to Missing Data Using Expectation Maximization. In: Frontiers in Built Environment, v. 5 (November 2019).
- (2015): Multisensor Aggregation Algorithms for Structural Damage Diagnosis Based on a Substructure Concept. In: Journal of Engineering Mechanics (ASCE), v. 141, n. 6 (June 2015).
- (2016): STRIDE for Structural Identification Using Expectation Maximization: Iterative Output-Only Method for Modal Identification. In: Journal of Engineering Mechanics (ASCE), v. 142, n. 4 (April 2016).
- (2016): Structural Identification for Mobile Sensing with Missing Observations. In: Journal of Engineering Mechanics (ASCE), v. 142, n. 5 (May 2016).
- (2011): Damage Detection and Localization in Structures: A Statistics Based Algorithm Using a Densely Clustered Sensor Network. Presented at: Structures Congress 2011, Las Vegas, Nevada, April 14-16, 2011.
- (2011): Data-Driven Methods for Threshold Determination in Time-Series Based Damage Detection. Presented at: Structures Congress 2011, Las Vegas, Nevada, April 14-16, 2011.
- (2019): Convolutional Neural Network Approach for Robust Structural Damage Detection and Localization. In: Journal of Computing in Civil Engineering, v. 33, n. 3 (May 2019).
- (2017): Compressive sensing based structural damage detection and localization using theoretical and metaheuristic statistics. In: Structural Control and Health Monitoring, v. 24, n. 4 (April 2017).
- (2015): Structural damage detection and localisation using multivariate regression models and two-sample control statistics. In: Structure and Infrastructure Engineering, v. 11, n. 10 (October 2015).
- (2014): Effect of measurement noise and excitation on Generalized Response Surface Model Updating. In: Engineering Structures, v. 75 (September 2014).
- (2014): Generalized Response Surface Model Updating Using Time Domain Data. In: Journal of Structural Engineering (ASCE), v. 140, n. 8 (August 2014).
- (2014): Damage and noise sensitivity evaluation of autoregressive features extracted from structure vibration. In: Smart Materials and Structures, v. 23, n. 2 (February 2014).
- (2015): Optimal sensor configuration for flexible structures with multi-dimensional mode shapes. In: Smart Materials and Structures, v. 24, n. 5 (May 2015).
- (2014): Optimal Sensor Placement for Modal Identification of Bridge Systems Considering Number of Sensing Nodes. In: Journal of Bridge Engineering (ASCE), v. 19, n. 6 (June 2014).
- (2014): Observer Kalman Filter Identification for Output-Only Systems Using Interactive Structural Modal Identification Toolsuite. In: Journal of Bridge Engineering (ASCE), v. 19, n. 5 (May 2014).
- (2013): Modified Natural Excitation Technique for Stochastic Modal Identification. In: Journal of Structural Engineering (ASCE), v. 139, n. 10 (October 2013).
- (2009): Statistical Analysis of Vibration Modes of a Suspension Bridge Using Spatially Dense Wireless Sensor Network. In: Journal of Structural Engineering (ASCE), v. 135, n. 7 (July 2009).
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