OOIR: Observatory of International Research

Papers

(The H4-Index of Computer-Aided Civil and Infrastructure Engineering is 51. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2022-08-01 to 2026-08-01.)

Article	Citations
	163
	160
Cover Image, Volume 39, Issue 7	141
Cover Image, Volume 39, Issue 7	137
Cover Image, Volume 37, Issue 14	115
Introduction	110
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	104
Cover Image, Volume 38, Issue 5	99
Issue Information - TOC	98
Issue Information	94
Multi-stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	93
Issue Information	92
Cover Image, Volume 40, Issue 19	84
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	84
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	83
Cover Image, Volume 38, Issue 9	80
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	79
A maintenance-aware machine learning framework for network-level highway pavement condition prediction	78
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	78
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	77
Using machine learning to analyze and predict construction task productivity	74
Simulation of mixed traffic with cooperative lane changes	73
Assessing the reliability of surrogate-based inverse identification beyond forward accuracy: A diagnostic framework for pavement systems	73
Tiny-Crack-Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	71
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	71

A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	66
Aeroelastic force prediction via temporal fusion transformers	66
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	66
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	65
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	62
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	62
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	61
Record length coefficient in up-crossing rate analysis for design wind velocities	60
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	60
Integrating triple attention convolutional network with multi‐objective optimization for excavation‐induced deformation prediction	59
Issue Information	59
Issue Information	58
Cover Image, Volume 39, Issue 16	57
Issue Information	57
An automation solution to convert CAD engineering drawings into railroad station models	55
Cover Image, Volume 39, Issue 6	55
Issue Information	54
Issue Information	54
	53
Issue Information	53
Cover Image, Volume 40, Issue 20	53
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	52
	52
	52
A coordinated ramp metering framework based on heterogeneous causal inference	51
A 2D‐connected automated vehicle car‐following control algorithm	51
A deep learning‐based image captioning method to automatically generate comprehensive explanations of bridge damage	51
Network models for temporal data reconstruction for dam health monitoring	51
Training of construction robots using imitation learning and environmental rewards	51