Probabilistic vehicle weight estimation using physics‐constrained generative adversarial network

Physics-Informed Generative Adversarial Networks for Stochastic Differential Equations

(2020) Liu Yang et al.   SIAM JOURNAL ON SCIENTIFIC COMPUTING

Physics-informed neural networks for missing physics estimation in cumulative damage models: a case study in corrosion fatigue

(2020) Arinan Dourado et al.   JOURNAL OF COMPUTING AND INFORMATION SCIENCE IN ENGINEERING

Generative adversarial network for road damage detection

(2020) Hiroya Maeda et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Uncertainty‐assisted deep vision structural health monitoring

(2020) Seyed Omid Sajedi et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Physics-guided convolutional neural network (PhyCNN) for data-driven seismic response modeling

(2020) Ruiyang Zhang et al.   ENGINEERING STRUCTURES

Vehicle weight identification system for spatiotemporal load distribution on bridges based on non-contact machine vision technology and deep learning algorithms

(2020) Yun Zhou et al.   MEASUREMENT

A methodology for obtaining spatiotemporal information of the vehicles on bridges based on computer vision

(2019) Bo Zhang et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Toward efficacy of piecewise polynomial truncated singular value decomposition algorithm in moving force identification

(2019) Zhen Chen et al.   ADVANCES IN STRUCTURAL ENGINEERING

Aircraft dynamics simulation using a novel physics-based learning method

(2019) Yang Yu et al.   AEROSPACE SCIENCE AND TECHNOLOGY

Collecting comprehensive traffic information using pavement vibration monitoring data

(2019) Zhoujing Ye et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Adversarial uncertainty quantification in physics-informed neural networks

(2019) Yibo Yang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Traffic Sensing Methodology Combining Influence Line Theory and Computer Vision Techniques for Girder Bridges

(2019) Xudong Jian et al.   Journal of Sensors

Deep leaf‐bootstrapping generative adversarial network for structural image data augmentation

(2019) Yuqing Gao et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Development of a bridge weigh-in-motion method considering the presence of multiple vehicles

(2019) Shi-Zhi Chen et al.   ENGINEERING STRUCTURES

Quantifying total uncertainty in physics-informed neural networks for solving forward and inverse stochastic problems

(2019) Dongkun Zhang et al.   JOURNAL OF COMPUTATIONAL PHYSICS

A sparse self-estimated sensor-network for reconstructing moving vehicle forces

(2019) Chudong Pan et al.   Smart Materials and Structures

An efficient algorithm for architecture design of Bayesian neural network in structural model updating

(2019) Tao Yin et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Virtual Axle Method for Bridge Weigh-in-Motion Systems Requiring No Axle Detector

(2019) Wei He et al.   Journal of Bridge Engineering

Identification of vehicle axle loads from bridge responses using preconditioned least square QR-factorization algorithm

(2019) Zhen Chen et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Vision‐based automated bridge component recognition with high‐level scene consistency

(2019) Yasutaka Narazaki et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep convolutional neural networks for uncertainty propagation in random fields

(2019) Xihaier Luo et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Weight estimation on static B-WIM algorithms: A comparative study

(2019) Felipe Carraro et al.   ENGINEERING STRUCTURES

Adaptive activation functions accelerate convergence in deep and physics-informed neural networks

(2019) Ameya D. Jagtap et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Compressed sensing for moving force identification using redundant dictionaries

(2019) Huanlin Liu et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Probabilistic bridge weigh-in-motion

(2018) Eugene J. OBrien et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Computer vision for SHM of civil infrastructure: From dynamic response measurement to damage detection – A review

(2018) Dongming Feng et al.   ENGINEERING STRUCTURES

A novel unsupervised deep learning model for global and local health condition assessment of structures

(2018) Mohammad Hossein Rafiei et al.   ENGINEERING STRUCTURES

Updating Time-Variant Dimension for Complex Traffic Flows in Analysis of Vehicle–Bridge Dynamic Interaction

(2018) Yan Li et al.   JOURNAL OF AEROSPACE ENGINEERING

Equivalent Shear Force Method for Detecting the Speed and Axles of Moving Vehicles on Bridges

(2018) Lu Deng et al.   Journal of Bridge Engineering

Development of a Bridge Weigh-in-Motion System Based on Long-Gauge Fiber Bragg Grating Sensors

(2018) Shi-Zhi Chen et al.   Journal of Bridge Engineering

Sparse regularization for traffic load monitoring using bridge response measurements

(2018) Jiwei Zhong et al.   MEASUREMENT

Moving force identification based on redundant concatenated dictionary and weighted l 1 -norm regularization

(2018) Chu-Dong Pan et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Deep neural network with high-order neuron for the prediction of foamed concrete strength

(2018) Tuan Nguyen et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Image-based post-disaster inspection of reinforced concrete bridge systems using deep learning with Bayesian optimization

(2018) Xiao Liang   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Deep Sensing Approach to Single-Sensor Vehicle Weighing System on Bridges

(2018) Takaya Kawakatsu et al.   IEEE SENSORS JOURNAL

Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations

(2018) M. Raissi et al.   JOURNAL OF COMPUTATIONAL PHYSICS

Development and testing of a bridge weigh-in-motion method considering nonconstant vehicle speed

(2017) Andrew Lansdell et al.   ENGINEERING STRUCTURES

A truncated generalized singular value decomposition algorithm for moving force identification with ill-posed problems

(2017) Zhen Chen et al.   JOURNAL OF SOUND AND VIBRATION

Identification of moving vehicle forces on bridge structures via moving average Tikhonov regularization

(2017) Chu-Dong Pan et al.   Smart Materials and Structures

Nothing-on-road bridge weigh-in-motion considering the transverse position of the vehicle

(2017) Yang Yu et al.   Structure and Infrastructure Engineering

State-of-the-art review on bridge weigh-in-motion technology

(2016) Yang Yu et al.   ADVANCES IN STRUCTURAL ENGINEERING

Acceleration-Based Automated Vehicle Classification on Mobile Bridges

(2016) Chul Min Yeum et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Effect of Road Surface, Vehicle, and Device Characteristics on Energy Harvesting from Bridge-Vehicle Interactions

(2016) Paul Cahill et al.   COMPUTER-AIDED CIVIL AND INFRASTRUCTURE ENGINEERING

Dynamic analysis of a large span specially shaped hybrid girder bridge with concrete-filled steel tube arches

(2016) Yan Li et al.   ENGINEERING STRUCTURES

Comparative Study of Different Numerical Models for Vehicle–Bridge Interaction Analysis

(2016) Qiling Zou et al.   International Journal of Structural Stability and Dynamics

Scour Effect on Bridge and Vehicle Responses under Bridge–Vehicle–Wave Interaction

(2016) X. Kong et al.   Journal of Bridge Engineering

Generalized Method and Monitoring Technique for Shear-Strain-Based Bridge Weigh-in-Motion

(2016) Tengfei Bao et al.   Journal of Bridge Engineering

Local impact analysis for deck slabs of prestressed concrete box-girder bridges subject to vehicle loading

(2016) Yang Yu et al.   JOURNAL OF VIBRATION AND CONTROL

Simultaneous identification of bridge structural parameters and vehicle loads

(2015) Dongming Feng et al.   COMPUTERS & STRUCTURES

Dynamic Analysis of a Cable-Stayed Concrete-Filled Steel Tube Arch Bridge under Vehicle Loading

(2015) Wei Wang et al.   Journal of Bridge Engineering

State-of-the-Art Review of Dynamic Impact Factors of Highway Bridges

(2015) Lu Deng et al.   Journal of Bridge Engineering

Vehicle axle identification using wavelet analysis of bridge global responses

(2015) Yang Yu et al.   JOURNAL OF VIBRATION AND CONTROL

Identification of spatio-temporal distribution of vehicle loads on long-span bridges using computer vision technology

(2015) Zhicheng Chen et al.   Structural Control & Health Monitoring

On the use of bridge weigh-in-motion for overweight truck enforcement

(2014) Jim Richardson et al.   International Journal of Heavy Vehicle Systems

A regularised solution to the bridge weigh-in-motion equations

(2009) Eugene J. OBrien et al.   International Journal of Heavy Vehicle Systems