OOIR: Observatory of International Research

Papers

(The H4-Index of Computer-Aided Civil and Infrastructure Engineering is 49. 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 2022-05-01 to 2026-05-01.)

Article	Citations
Using machine learning to analyze and predict construction task productivity	195
Tiny-Crack-Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	153
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	135
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	129
	128
	108
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	100
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	98
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	96
Deep generative Bayesian optimization for sensor placement in structural health monitoring	95
Aeroelastic force prediction via temporal fusion transformers	89
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	87
Cover Image, Volume 38, Issue 9	84
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	82
Simulation of mixed traffic with cooperative lane changes	82
Introduction	82
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	81
Issue Information	80
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	79
Cover Image, Volume 38, Issue 5	74
Issue Information - TOC	74
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	72
Multi-stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	71
Issue Information	66
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	66

Cover Image, Volume 40, Issue 19	65
Cover Image, Volume 39, Issue 7	64
Cover Image, Volume 37, Issue 14	64
Cover Image, Volume 39, Issue 7	62
	60
	59
	59
Intelligent design of shear wall layout based on diffusion models	58
Vertical alignment optimization of mountain railways with terrain-driven greedy algorithm improved by Monte Carlo tree search	58
Record length coefficient in up-crossing rate analysis for design wind velocities	57
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	57
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	57
Multi‐objective optimization of nonlinear passive control systems for seismic response mitigation of bridges	56
Issue Information	56
Cover Image, Volume 40, Issue 20	55
Traffic signal optimization for emissions mitigation in urban road networks with contraflow left‐turn lanes	54
Issue Information	54
Issue Information	53
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	53
Cover Image, Volume 39, Issue 16	53
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	52
Network models for temporal data reconstruction for dam health monitoring	51
Cover Image, Volume 39, Issue 6	50
Issue Information	50
Issue Information	49
Issue Information	49
An automation solution to convert CAD engineering drawings into railroad station models	49
Real‐time anomaly detection in construction equipment operations using unsupervised audio signal processing	49