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 2021-09-01 to 2025-09-01.)

Article	Citations
	166
Introduction	109
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	105
Issue Information ‐ TOC	104
Parallel heterogeneous data‐fusion convolutional neural networks for improved rail bridge strike detection	103
Issue Information	85
Geoacoustic and geophysical data‐driven seafloor sediment classification through machine learning algorithms with property‐centered oversampling techniques	85
	83
A dynamic neural network model for the identification of asbestos roofings in hyperspectral images covering a large regional area	82
Aggregation formulation for on‐site multidepot vehicle scheduling scenario	72
Using machine learning to analyze and predict construction task productivity	72
A hierarchical progressive recognition network for building change detection in high‐resolution remote sensing images	71
Cover Image, Volume 38, Issue 5	68
Cover Image, Volume 38, Issue 9	67
Multi‐stage detection of warped ceiling panel using ensemble vision models for automated localization and quantification	67
Cover Image, Volume 39, Issue 7	66
Cover Image, Volume 39, Issue 7	65
Cover Image, Volume 37, Issue 14	63
Aeroelastic force prediction via temporal fusion transformers	63
Infrastructure deterioration modeling with an inhomogeneous continuous time Markov chain: A latent state approach with analytic transition probabilities	60
Genetic algorithm optimized frequency‐domain convolutional blind source separation for multiple leakage locations in water supply pipeline	60
Rapid regional assessment of post‐hazard structures and transportation infrastructure using aerial images	56
Cover Image, Volume 40, Issue 19	53
Vision‐based fatigue crack automatic perception and geometric updating of finite element model for welded joint in steel structures	53
A structure‐oriented loss function for automated semantic segmentation of bridge point clouds	52

Issue Information	51
Deep generative Bayesian optimization for sensor placement in structural health monitoring	51
Tiny‐Crack‐Net: A multiscale feature fusion network with attention mechanisms for segmentation of tiny cracks	51
A deep learning framework based on improved self‐supervised learning for ground‐penetrating radar tunnel lining inspection	50
	50
Issue Information	49
Damage‐level classification considering both correlation between image and text data and confidence of attention map	48
Issue Information	47
Training of construction robots using imitation learning and environmental rewards	46
An adversarial diverse deep ensemble approach for surrogate‐based traffic signal optimization	46
A 2D‐connected automated vehicle car‐following control algorithm	46
Issue Information	45
Cover Image, Volume 40, Issue 20	45
	44
Network models for temporal data reconstruction for dam health monitoring	44
Issue Information	43
Vertical alignment optimization of mountain railways with terrain‐driven greedy algorithm improved by Monte Carlo tree search	42
End‐to‐end generation of structural topology for complex architectural layouts with graph neural networks	42