OOIR: Observatory of International Research

Papers

(The H4-Index of Computer-Aided Civil and Infrastructure Engineering is 42. 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 2021-06-01 to 2025-06-01.)

Article	Citations
	173
Introduction	147
Cover Image, Volume 38, Issue 9	108
Response to discussion on “Simultaneous Optimization of 3‐D Alignments and Station Locations for Dedicated High‐Speed Railways,” Computer‐Aided Civil and Infrastructure Engineering, 37:4, March	107
Cover Image, Volume 38, Issue 5	101
Issue Information ‐ TOC	100
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	95
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	95
Cover Image, Volume 37, Issue 14	79
Issue Information	79
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	76
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	76
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	65
Deep generative Bayesian optimization for sensor placement in structural health monitoring	65
Aeroelastic force prediction via temporal fusion transformers	63
Cover Image, Volume 39, Issue 7	62
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	62
Cover Image, Volume 39, Issue 7	61
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	59
Using machine learning to analyze and predict construction task productivity	59
Simulation of mixed traffic with cooperative lane changes	57
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	55
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	54
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	54
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	54

Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	52
Cover Image, Volume 39, Issue 6	50
	48
Issue Information	48
Training of construction robots using imitation learning and environmental rewards	47
Damage‐level classification considering both correlation between image and text data and confidence of attention map	47
A coordinated ramp metering framework based on heterogeneous causal inference	46
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	46
Issue Information	45
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	45
	45
A 2D‐connected automated vehicle car‐following control algorithm	45
Cover Image, Volume 39, Issue 16	44
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	43
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	43
Indoor camera pose estimation via style‐transfer 3D models	43
An automation solution to convert CAD engineering drawings into railroad station models	42
Intelligent design of shear wall layout based on diffusion models	42
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	42
Network models for temporal data reconstruction for dam health monitoring	42