Advanced Engineering Informatics

Article	Citations
End-to-end point cloud-based segmentation of building members for automating dimensional quality control	377
TM-RAG: A Tree-Mapped Retrieval-Augmented generation framework for construction claim report generation	300
AIN-YOLO: A lightweight YOLO network with attention-based InceptionNext and knowledge distillation for underwater object detection	225
Morphology agnostic gesture mapping for intuitive teleoperation of construction robots	225
A deep learning method for predicting the displacement of concrete arch dams considering the effect of cracks	225
A new convolutional dual-channel Transformer network with time window concatenation for remaining useful life prediction of rolling bearings	205
Improving the performance of RRT path planning of excavators by embedding heuristic rules	179
A semantic data-driven knowledge base construction method to assist designers in design inspiration based on traditional motifs	174
Deep stacked state-observer based neural network (DSSO-NN): A new network for system dynamics modeling and application in bearing	164
Physics-informed few-shot learning for wind pressure prediction of low-rise buildings	151
A privacy-preserving and unobtrusive sitting posture recognition system via pressure array sensor and infrared array sensor for office workers	146
Knowledge graph construction for product designs from large CAD model repositories	144
Open-set classification method via latent representation prompt and time–frequency fusion toward unknown fault recognition	140
Data-driven learning-based Model Predictive Control for energy-intensive systems	138
Enhancing fairness and efficiency in tourism accommodation selection: A probabilistic linguistic approach with social network integration	135
Customized obstacle detection system for High-Speed Railways: A novel approach toward intelligent rail transportation	135
Multi-stage rotors assembly of turbine-based combined cycle engine based on augmented reality	132
Human-centric proactive design for manufacturing with deep generative modeling in Industry 5.0	132
Tailoring ontology retrieval for supporting requirements analysis	129
Towards smart product-service systems 2.0: A retrospect and prospect	121
Physics-informed self-supervised learning for tool wear monitoring leveraging signal and degradation features under limited labels	118
Self-X-based secure human-cyber-physical system (SSHCPS) for autonomous manufacturing in the era of industry 5.0	117
Graph-based learning for automated code checking – Exploring the application of graph neural networks for design review	114
An advanced retrieval-augmented generation system for manufacturing quality control	113
A pruned-optimized weighted graph convolutional network for axial flow pump fault diagnosis with hydrophone signals	109

Climate-resilient epoxy asphalt mixture design: An intelligent framework	106
A simulation-to-reality transfer learning method based on Kolmogorov-Arnold network enhanced model for bearing fault diagnosis	105
LGGFormer: A dual-branch local-guided global self-attention network for surface defect segmentation	105
Hybridizing WOA with PSO for coordinating material handling equipment in an automated container terminal considering energy consumption	103
A hybrid data-physics framework with conformal GNN for enhanced damage identification	102
CAMHighways: The Cambridge Highways dataset	102
Improving construction contract question answering through embedding optimization and semantic chunking in large language models	100
Adaptive thresholding and coordinate attention-based tree-inspired network for aero-engine bearing health monitoring under strong noise	99
An integrated consensus reaching process for product appearance design decision-making: Combining trust and empathy relationships	98
Automated fire risk assessment and mitigation in building blueprints using computer vision and deep generative models	98
Assessment of agricultural sustainability in agro-climatic regions of India: A single-valued neutrosophic distance measure-based hybrid ranking framework	97
Product line design and introduction strategies for crowdfunding in presence of social learning	93
The human-centric framework integrating knowledge distillation architecture with fine-tuning mechanism for equipment health monitoring	93
Optimal design of multi-type component allocation system with shared positions	93
Sandpile-simulation-based graph data model for MVD generative design of shield tunnel lining using information entropy	93
Physics-informed deep learning method for surface roughness prediction in milling process	91
An intelligent customized design method for complex products under the influence of dynamic uncertainty	90
A rollout heuristic-reinforcement learning hybrid algorithm for disassembly sequence planning with uncertain depreciation condition and diversified recovering strategies	89
A novel DT-based intelligent experiment method for complex industrial products	86
Multivariate forecasting of energy demand using recurrent neural networks	86
Underwater dam surface image enhancement method based on multi-feature fusion and expert collaborative learning	86
Efficient resource prediction framework for software-defined heterogeneous radio environmental infrastructures	86
Automated data-driven method for creating digital building models from dense point clouds and images through semantic segmentation and parametric model fitting	83
Task offloading with enhanced Deep Q-Networks for efficient industrial intelligent video analysis in edge–cloud collaboration	83
A hybrid approach to system verification in early design for complex mechatronic systems based on formal functional semantics	82
Real-time scheduling for distributed permutation flowshops with dynamic job arrivals using deep reinforcement learning	81
Intelligent assembly modeling of complex product based on cognition of interaction structures	80
D3QN-LMA: A memory-augmented deep reinforcement learning framework for energy-latency tradeoff optimization in mobile edge computing	79
Computer vision-based prediction of quality and mechanical properties of wooden lamellae	79
An improved penalty kriging method for mixed qualitative and quantitative factors	78
Main girder dynamic alignment reconstruction of cable-stayed bridge based on physics-informed neural network	77
DD-DETR: A dual-decoder DETR with information interaction and competitive learning for blade surface defect detection	74
A modified active learning intelligent fault diagnosis method for rolling bearings with unbalanced samples	74
Collaborative task of entity and relation recognition for developing a knowledge graph to support knowledge reasoning for design for additive manufacturing	73
Decentralized coordination of intelligent system of systems under partial observability	73
The LPST-Net: A new deep interval health monitoring and prediction framework for bearing-rotor systems under complex operating conditions	73
A digital twin system for Task-Replanning and Human-Robot control of robot manipulation	72
A federated cross-machine diagnostic framework for machine-level motors with extreme label shortage	72
An unsupervised approach to early fault detection and performance degradation assessment in bearings	72
A holistic performance evaluation framework of enterprise product service innovation based on intelligent collaborative	70
Improving 2D displacement accuracy in bridge vibration measurement with color space fusion and super resolution	70
Semantic web-based automated compliance checking with integration of Finite Element analysis	70
A smartphone-based application for an early skin disease prognosis: Towards a lean healthcare system via computer-based vision	70
An integrated MEREC-taxonomy methodology using T-spherical fuzzy information: An application in smart farming decision analytics	70
Implicitly physics-informed multi-fidelity physical field data fusion method based on Taylor modal decomposition	70
A general and efficient approach for uncertainty quantification in neural networks: Identifying risky decisions in AI systems	69
OntoBPR: An ontology-based framework for performing building permit reviews using standardized information containers	67
A hybrid sensor fault detection and diagnosis method for air-handling unit based on multivariate analysis merged with deep learning	67
Hybrid large language model approach for prompt and sensitive defect management: A comparative analysis of hybrid, non-hybrid, and GraphRAG approaches	67
An order sparse filtering network for interpretable smart gear edge diagnosis under varying speed conditions	66

Enhancing aviation safety and mitigating accidents: A study on aviation safety hazard identification	66
Integrating context awareness and knowledge graphs for enhanced knowledge recommendation in manufacturing process planning	65
PredMaX: Predictive maintenance with explainable deep convolutional autoencoders	64
A LiDAR and reasoning-based artificial potential field for mobile robot navigation in unknown and dynamic environments	64
MSAO: A multi-strategy boosted snow ablation optimizer for global optimization and real-world engineering applications	64
Signal-driven interpretable modeling framework for the inverse design of Al/steel ultrasonic-assisted resistance spot welding	64
YOLOv5-SFE: An algorithm fusing spatio-temporal features for detecting and recognizing workers' operating behaviors	63
A modeling method of wide random forest multi-output soft sensor with attention mechanism for quality prediction of complex industrial processes	63
Column generation based hybrid optimization method for last-mile delivery service with autonomous vehicles	63
A bearing fault diagnosis method without fault data in new working condition combined dynamic model with deep learning	62
Leveraging large language models for Human-Machine collaborative troubleshooting of complex industrial equipment faults	62
Agent technologies in smart manufacturing: A comprehensive review of evolution, architectures, and edge–cloud deployment	62
Partner or subordinate? Heterogeneous effects of crane operator workload and collision risk under a binary HMI paradigm	61
A multi-aircraft co-operative trajectory planning model under dynamic thunderstorm cells using decentralized deep reinforcement learning	61
Prior-knowledge-guided mode filtering network for interpretable equipment intelligent diagnosis under varying speed conditions	61
Uncertainty-aware Bayesian neural network with SHAP interpretability for data-driven assembly quality prediction in complex manufacturing systems	61
An unsupervised ensemble learning method for real-time anomaly detections in variable refrigerant flow systems	60
Do buyer protection mechanisms help sellers? A model of seller competition in the presence of online reputation systems	60
Modular Autonomous Electric Vehicle scheduling for demand-responsive transit services with modular charging strategy	60
Create or revise? A comparative study on CAD rework after team-based engineering design review in virtual reality and desktop interface	60
Multiple path alignment generative adversarial network for rotating Machinery fault diagnosis with limited data	60
Product topology optimization design with concurrent consideration of aesthetic characteristic and structural performance	59
Dynamic bidding strategy in online advertising: A rollout-tracking bid optimization methodology	59
Unpaired image-to-image translation of structural damage	59
AI-powered adaptive exoskeletons for long-term musculoskeletal disorder prevention in dynamic construction environments	59
A connecting rod assembly deformation cognition method based on quality characteristics probability network	59
Behavioral modelling of roadway construction workers: Improving deep learning-based trajectory prediction with contextual information in traffic work zones	59
Multi-fidelity Kriging method based on active and ensemble learning for structural reliability analysis	59
Exploiting relation of video segments for temporal action detection	58
Few-shot learning for structural health diagnosis of civil infrastructure	58
Bridge substructure damage morphology identification based on the underwater sonar point cloud data	58
Spatio-temporal graph convolutional network with domain generalization: A novel rotating machinery RUL prediction method in small samples	58
Remaining useful life prediction of bearings based on small-sample enhanced and interpretable transfer learning	58
Domain knowledge guided pseudo-label generation framework for semi-supervised domain generalization fault diagnosis	58
Collaborative scheduling of handling equipment in automated container terminals with limited AGV-mates considering energy consumption	57
An automatic measurement system for the wall thickness of corrugated plate based on laser triangulation method	57
Automated construction site layout design system for prefabricated buildings using transformer based conditional GAN	57
Simultaneous in-situ calibration for physical and virtual sensors towards digital twin-enabled building operations	56
Nonlinear fusion method for multistage product design decision-making using plant growth simulation algorithm	56
Classification of architectural and MEP BIM objects for building performance evaluation	56
Digital twin of buildings and occupants for emergency evacuation: Framework, technologies, applications and trends	55
AskNatureNet: A divergent thinking tool based on bio-inspired design knowledge	55
Dynamic graph meta-learning with multi-sensor spatial dependencies for cross-category small-sample fault diagnosis in ZDJ9-RTAs	54
Digital twins for automotive development: Two wheelers application	54
More will be better: Multi-source-free aggregation adaptation with confidence calibration for fault diagnosis	54
Fractional-order PID-based search algorithms: A math-inspired meta-heuristic technique with historical information consideration	54
Determination of workers' compliance to safety regulations using a spatio-temporal graph convolution network	54
Uncertainty reports as explainable AI: A cognitive-adaptive framework for human-AI decision systems in context tasks	54
An adaptive design optimization method for remanufacturing upgrade of spent products considering bidirectional customization demands	54
Data-driven generative design for mass customization: A case study	53
A new product development method to incorporating customer sensory preferences in food product design	53
Multi-branch PINNs with hybrid Optimization: A Sparse-Data resistivity inversion framework for dam seepage characterization	53
DLR-YOLO: Dynamic low-rank training for a lightweight power tower object detection network in multi-scenario remote sensing images	53
A hierarchical knowledge graph for slab bridges inspection and maintenance	53
Human centric general physical intelligence for agile manufacturing automation	53
Investigation of loaded contact characteristics of planetary roller screw mechanism based on influence coefficient method and machine learning	52
Context-aware AR adaptive information push for product assembly: Aligning information load with human cognitive abilities	52
A knowledge- and data-driven framework for deformation prediction and control of shield tunneling below existing tunnels	52
Single image-based Gaussian splatting for 3D reconstruction of movable articulated objects	52
A customer-centric IoT-based novel closed-loop supply chain model for WEEE management	51
Toward a further understanding of planetary roller screw mechanism transmission accuracy: From component relocatable space to actual contact position to sliding-rolling kinematic characteristics	51
Toward a framework of extracting typical machining process routines based on knowledge representation learning	51
RLLM-SS: A knowledge-guided simplex search method integrating large language model and reinforcement learning for injection molding quality control	51
Deep learning models for efficient geotechnical predictions: reducing training effort and data requirements with transfer learning	51
Mitigating traffic oscillations in mixed traffic flow with scalable deep Koopman predictive control	51
Knowledge graph-driven decision support for manufacturing process: A graph neural network-based knowledge reasoning approach	51
Active learning-based regional seismic risk assessment of high-speed railway bridges	50
Large language model assisted fine-grained knowledge graph construction for robotic fault diagnosis	49
User-centric immersive virtual reality development framework for data visualization and decision-making in infrastructure remote inspections	49
Augmented reality applications in construction productivity: A systematic literature review	49
AF-OS-ELM-MVE: A new online sequential extreme learning machine of dam safety monitoring model for structure deformation estimation	49
Integrating geographic priors and automatic identification system data mining for maritime traffic pattern extraction in complex port waters	49
Dual graph driven-consistent representation learning method for semi-supervised fault diagnosis of rotating machinery	49
A separate modeling approach to noisy displacement prediction of concrete dams via improved deep learning with frequency division	48
A data-driven approach to solving the container relocation problem with uncertainties	48
How does contextual fidelity impact how we think, talk, and act in AI-assisted engineering design?	48
Towards large language model for cognitive industrial mixed reality: A survey	48
MKGM: Multimodal knowledge-guided joint recognition of bridge defect-structural information	48
Knowledge augmented generalizer specializer: A framework for early stage design exploration	48
The coordination of a dual-channel container transportation service chain with an option contract	48

Ensemble learning of multi-kernel Kriging surrogate models using regional discrepancy and space-filling criteria-based hybrid sampling method	48
Root cause analysis and prediction of quality issues in the complex aviation products assembly process using object oriented Bayesian networks	48
Geometric entropy: A novel nonlinear measure for bearing fault diagnosis	47
Fault diagnosis of electromechanical systems under coupled fault characteristics based on digital twin-integrated multi-task graph neural network	47
Rearranged soft-introspective orthogonality regularized convolutional autoencoder for fault detection of multivariate processes	47
Multi-depot electric vehicle routing problem with drones considering time-dependent traffic	47
AI-enabled image calibration for noncontact structural condition assessment	47
Towards dual-perspective alignment: A novel hierarchical selective adversarial network for transfer fault diagnosis	47
An improved extreme learning machine with self-recurrent hidden layer	47
Multi-band spectral-temporal deep learning network for structural dynamic data forecasting aided by signal decomposition and bandpass filtering	47
Adaptive feature consolidation residual network for exemplar-free continuous diagnosis of rotating machinery with fault-type increments	47
An interpretable neural network-based to dynamic parameter identification for collaborative robots	47
Multi-task deep learning-based failure diagnosis for tubular joints: Automated identification and description generation	46
HIM2A: Hierarchical interactive multi-modal entity alignment with semantic augmentation	46
Automated disassembly-oriented knowledge graph construction for retired battery packs using a candidate entity-based relational triple joint extraction method	46
Text2shape: Intelligent computational design of car outer contour shapes based on improved conditional Wasserstein generative adversarial network	46
Enhancing quality prediction with probabilistic information in multimode industrial process: A mode-aware multitask learning network	46
A class-added rail transit infrastructure object detection method using UAV aerial imagery based on self-ensemble masks and frequency-spatial calibration	46
A novel physics-informed neural network for modeling electromagnetism of a permanent magnet synchronous motor	45
A multi-objective optimal collaborative gas flow regulation method for non-stationary ventilation network based on improved NSGA-Ⅲ algorithm	45
Collaborative contracting for Manufacturing-as-a-Service (MaaS) by information content measurement and decision tree learning	45
A user preference prediction model based on the chaos of cognitive system for product form	45
Depth-guided cross-modal fusion and diffusion-based enhancement for robust pavement defect segmentation	45
Research on Bio-inspired product design based on knowledge graph and semantic fusion diffusion model	45
Disassembly sequence planning of equipment decommissioning for industry 5.0: Prospects and Retrospects	45
Dynamic airport gate assignment with improved Shuffled Frog-Leaping Algorithm and triangle membership function	45
Human risk recognition and prediction in manned submersible diving tasks driven by deep learning models	44
Blockchain-enabled cyber-physical system for construction site management: A pilot implementation	44
Energy management strategy for multisource power generation during hypersonic vehicle mode transition based on improved deep deterministic policy gradient	44
Multi-objective optimization of tower crane layout planning in modular integrated construction: An interactive and interpretable platform	44
Physics-informed CGAN and multi-scale attention CNN for pipeline leakage diagnosis under imbalanced data	44
A Novel Integrative Design Framework Combining 4D Sketching, Geometry Reconstruction, Micromechanics Material Modelling, and Structural Analysis	44
Multi-target prediction and dynamic interpretation method for displacement of arch dam with cracks based on A-DSRSN and SHAP	44
MeshCL: Towards robust 3D mesh analysis via contrastive learning	44
Design of data feature-driven 1D/2D convolutional neural networks classifier for recycling black plastic wastes through laser spectroscopy	44
Online machine learning for precise geological condition detection with measure-while-drilling data	43
Identifying critical nodes in Cyber–Physical Power Systems based on an Improved Mixed Degree Decomposition method	43
Beyond the images: Comprehensible unsafe behaviour recognition boosted by joint inference graph with multi-hop reasoning	43
Influential process nodes identification strategy for aircraft assembly system based on complex network and improved PageRank	43
SLDAE: An interpretable stacked Denoising Auto-Encoders for fan fault diagnosis on steelmaking workshops	43
A dual-condition diffusion-based microseismic signals denoiser for real-world engineering noise	43
Feature knowledge distillation-based model lightweight for prohibited item detection in X-ray security inspection images	43
CO2 impact on convolutional network model training for autonomous driving through behavioral cloning	42
REACT: Runtime-Enabled active collision-avoidance technique for autonomous driving	42
Critical challenges and advances in vibration signal processing for non-stationary condition monitoring	42
CPIR: Multimodal Industrial Anomaly Detection via Latent Bridged Cross-modal Prediction and Intra-modal Reconstruction	42
Geometric spatial constraints network for slender and tiny surface defect detection	42
A product design method for form and color matching based on aesthetic theory	42
A task-oriented theil index-based meta-learning network with gradient calibration strategy for rotating machinery fault diagnosis with limited samples	42
Toward artificially intelligent cloud-based building information modelling for collaborative multidisciplinary design	42
A multi-fidelity surrogate model based on design variable correlations	42
RTFnet: A multi-modal physiological data fusion approach for fatigue detection in remote tower controllers	41
A review of digital twin capabilities, technologies, and applications based on the maturity model	41
Design concept evaluation considering information reliability, uncertainty, and subjectivity: An integrated rough-Z-number-enhanced MCGDM methodology	41
Enhancing vehicle ride comfort through deep reinforcement learning with expert-guided soft-hard constraints and system characteristic considerations	41
Time-frequency supervised contrastive learning via pseudo-labeling: An unsupervised domain adaptation network for rolling bearing fault diagnosis under time-varying speeds	41
Extended attention signal transformer with adaptive class imbalance loss for Long-tailed intelligent fault diagnosis of rotating machinery	41
Identifying uncertainty states during wayfinding in indoor environments: An EEG classification study	41
BERT and Pareto dominance applied to biological strategy decision for bio-inspired design	41
Multi-mission multi-UAVs smooth path planning utilizing a sub-optimal solutions based hybrid multi-objective differential evolutionary algorithm	41
Improving efficiency in structural optimization using RBFNN and MMA-Adam hybrid method	41
Cognitive load assessment of active back-support exoskeletons in construction: A case study on construction framing	41
Capturing mental models: An analysis of designers actions, ideas, and intentions	41
Optimal Sensor Placement for heat transfer digital twin with Denoising Autoencoder and discrete optimization	41
Adaptive real-time similar repetitive manual procedure prediction and robotic procedure generation for human-robot collaboration	41
Empowering LLMs by hybrid retrieval-augmented generation for domain-centric Q&A in smart manufacturing	41
Patch-fusion: An advanced deep learning method for seismic response prediction of structural engineering	40
Physics-informed embodied intelligence in the foundation model era: Advancing robot manipulation for smart manufacturing	40
Behavioral, data-driven, agent-based evacuation simulation for building safety design using machine learning and discrete choice models	40
Learning constrained static equilibrium for thrust network inverse form-finding via physics-informed geometric deep learning on CW complexes	40
Application of time series analysis to improve the validity of Immersive virtual environments for collecting occupant thermal state and adaptive behavioral intention data	40
Diagnosis for transformer winding fault via deep fusion of 2-D images of FRA and SwinLCGnet framework	40
A semantic segmentation-based collision recognition method for motorcycle slalom through poles in Motorcycle Driving License Test	40
A dual-decoupling network for anomaly detection in automotive transmissions under time-varying operating conditions	39
Spatiotemporal kernel density clustering for wide area near Real-Time pothole detection	39
Object-based terminal positioning solution within task-boosted global constraint for improving mobile robotic stacking accuracy	39
Deep learning modeling method of three-dimensional geological body based on effective identification of underground stratum profile image	39
Smoothed dynamic scheduling of aircraft engines with off-site warehouse	39
An iterative reference mapping approach for BIM IFCXML classified content compression	39
An improved case-based reasoning approach for mechanical design by enhancing the retrieval accuracy and leveraging the implicit knowledge	39
Advanced CRITIC–GRA–GMM model with multiple restart simulation for assuaging decision uncertainty: An application to transport safety engineering for OECD members	39
Editorial Board	39
Knowledge-based intelligent ensemble monitoring method of grit wear in ultrasonic assisted grinding	39
Deep learning-enabled turbulence model optimization of solid motor	39
Automating maintenance of road Geometric Digital Twins through single scan instance aware point cloud change retrieval	38
Tension estimation of cables based on dual matching tracking and mode shape half-wavelength	38
SOMA: A semantic-guided Order-aware Mamba Architecture for multivariate time series forecasting	38
Fractional-order derivative polynomial grey particle filtering for milling tool remaining useful life prediction	38
Fire propagation-driven dynamic intelligent evacuation model in multifloor hybrid buildings	38
Intelligent identification and reasoning of causal relationships in texts on power production accidents	38
Ontology-based reasoning in automatic floor plan analysis	38
Thermal image-based hand gesture recognition for worker-robot collaboration in the construction industry: A feasible study	38
An empirical study on enhancing wafer quality: Integrating big data and AI in virtual metrology for thin-film processing	38
A safety risk formation model for intelligent human–machine interaction based on computational neuroscience	38
Intelligent port logistics: A spatiotemporal knowledge graph and AI-agent framework for berth allocation	38