OOIR: Observatory of International Research

Papers

(The H4-Index of Computer-Aided Civil and Infrastructure Engineering is 43. 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 2021-05-01 to 2025-05-01.)

Article	Citations
	166
Introduction	142
Cover Image, Volume 38, Issue 9	126
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	108
Cover Image, Volume 38, Issue 5	104
Issue Information ‐ TOC	99
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	98
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	92
Cover Image, Volume 37, Issue 14	90
Using machine learning to analyze and predict construction task productivity	85
Issue Information	77
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	76
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	75
Cover Image, Volume 39, Issue 7	72
Cover Image, Volume 39, Issue 7	71
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	64
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	61
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	60
Aeroelastic force prediction via temporal fusion transformers	60
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	58
Deep generative Bayesian optimization for sensor placement in structural health monitoring	58
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	58
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	58
Simulation of mixed traffic with cooperative lane changes	57
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	57

Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	57
An automation solution to convert CAD engineering drawings into railroad station models	54
Cover Image, Volume 39, Issue 6	54
	53
Issue Information	52
Network models for temporal data reconstruction for dam health monitoring	50
Damage‐level classification considering both correlation between image and text data and confidence of attention map	49
Training of construction robots using imitation learning and environmental rewards	47
Intelligent design of shear wall layout based on diffusion models	46
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	46
Bolt loosening assessment using ensemble vision models for automatic localization and feature extraction with target‐free perspective adaptation	45
A coordinated ramp metering framework based on heterogeneous causal inference	45
A 2D‐connected automated vehicle car‐following control algorithm	44
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	44
Deep spatial‐temporal embedding for vehicle trajectory validation and refinement	44
Issue Information	43
Optimal route design of electric transit networks considering travel reliability	43
Cover Image, Volume 39, Issue 16	43
	43