OOIR: Observatory of International Research

Papers

(The TQCC of Archives of Computational Methods in Engineering is 24. 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 2022-06-01 to 2026-06-01.)

Article	Citations
Intelligent Materials Improvement Through Artificial Intelligence Approaches: A Systematic Literature Review	493
Hyper-Reduction Techniques for Efficient Simulation of Large-Scale Engineering Systems	389
Generalized Matrix Learning Vector Quantization Computational Method for Intelligent Decision Making: A Systematic Literature Review	348
Exploring Nonlinear Dynamics and Stability of Embedded Carbon Nanotubes in Mechanical Engineering	342
Advancement in Machine Learning: A Strategic Lookout from Cancer Identification to Treatment	311
Eagle Strategy in Nature-Inspired Optimization: Theory, Analysis, Applications, and Comparative Study	250
Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges	248
Quasi-Newton Methods for Partitioned Simulation of Fluid–Structure Interaction Reviewed in the Generalized Broyden Framework	232
Applications of Artificial Intelligence and Machine Learning in the Preservation and Analysis of Heritage Structures: A Comprehensive Review	210
From Algorithms to Connectivity: A Comprehensive Review of Traffic Signal Optimization and Communication Based Cooperative Control	205
A Comprehensive Review on Biomechanical Modeling Applied to Device-Assisted Locomotion	193
Machine Learning in Household Trip Generation Modelling: A Comprehensive Review	192
Multi-Regional Feature Learning in AI-Based Breast Cancer Analysis: Overview, Emerging Trends, and Future Perspectives	175
A Systematic Survey on Segmentation Algorithms for Musculoskeletal Tissues in Ultrasound Imaging	173
Transforming Additive Manufacturing with Artificial Intelligence: A Review of Current and Future Trends	173
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization	150
Advancements in Machine Learning Techniques for Hand Gesture-Based Sign Language Recognition: A Comprehensive Review	146
Deep Learning for Time Series Forecasting: Review and Applications in Geotechnics and Geosciences	146
A Review on Developments in Evolutionary Computation Approaches for Road Traffic Flow Prediction	140
Machine Learning and Domain Adaptation for Material Generalization in Electrocatalyst Evaluation: A Comprehensive Review	137
Features for Active Contour and Surface Segmentation: A Review	134
Convolutional Neural Network Applications in Dental Diagnostics: A Focused Review on Bitewing-Based Caries Detection	133
From Conventional Approach to Machine Learning and Deep Learning Approach: An Experimental and Comprehensive Review of Image Fusion Techniques	130
Constructive Heuristics for Combinatorial Optimization: A Comprehensive Cross-Domain Analysis of Algorithmic Methods, Integration Patterns, and Performance Characteristics	127
A Comparative Study of State-of-the-art Metaheuristics for Solving Many-objective Optimization Problems of Fixed Wing Unmanned Aerial Vehicle Conceptual Design	126

Adaptive Computational Solutions to Energy Efficiency in Cloud Computing Environment Using VM Consolidation	121
Exploring Artificial Intelligence for Palmprint Spoof Detection: Recent Progress and Future Perspectives	120
Review on Machine Learning-Based Underground Coal Mines Gas Hazard Identification and Estimation Techniques	119
Metaheuristic Optimization and Machine Learning Integration for Intelligent Microgrid Management: A Comprehensive Review	119
A Comprehensive Survey on Runge Kutta Optimizer	118
Advances in Sand Cat Swarm Optimization: A Comprehensive Study	107
2D-to-3D: A Review for Computational 3D Image Reconstruction from X-ray Images	106
Multiphysics CFD Modeling of Solar-To-Hydrogen Reactors: a Comprehensive Review of Recent Advances, Case Studies, and Future Challenges	104
Advanced Progress in Optimized Generative Adversarial Network Applications Across Domains: A Comprehensive Survey	101
A Comprehensive Review on Swarm Intelligence and Machine Learning Based Diagnostic Techniques for Automated Disease Diagnosis	101
Machine Learning Optimization Techniques: A Survey, Classification, Challenges, and Future Research Issues	96
Breakthroughs and Perspectives of Artificial Intelligence in Turbulence Research: From Data Parsing to Physical Insights	91
Dandelion Optimizer (DO): A Review, Theory, Variants, and Applications	91
Hybrid Machine Learning Models for Discharge Coefficient Prediction in Hydrofoil-Crested Stepped Spillways	89
RETRACTED ARTICLE: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	84
Dynamic Modelling and Process Control of Iodine-Sulfur Thermochemical Cycle for Hydrogen Production: A Bibliometric Study and Research Prospect	80
Correction to: An Inclusive Survey on Marine Predators Algorithm: Variants and Applications	80
Retraction Note: A Review and State of Art of Internet of Things (IoT)	79
A Review of Three Common Concrete Multiaxial Strength Criteria from 2010 to 2020	79
A Comprehensive Review on Beamforming Optimization Techniques for IRS assisted Energy Harvesting	76
AI Based Diagnosis of Chronic Obstructive Pulmonary Disease: Acomparative Review	75
Artificial Intelligence in Epidemic Modeling and Pandemic Preparedness: A Comprehensive Review	75
AI-Driven Post-Earthquake Rapid Structural Damage Assessment: A Scoping Review of Component-Level and Holistic Approaches	74
Comprehensive Analysis of Computational Models for Prediction of Anticancer Peptides Using Machine Learning and Deep Learning	72
Comprehensive Review of Subloading Surface Model: Governing Law of Irreversible Mechanical Phenomena of Solids	72
Learning to See with Less: A Survey on Computer Vision with Limited and Imperfect Data	72
A Review of Coaxial Compound Helicopters: Aerodynamics and Flight Dynamics	72
Advancing Healthcare Using Quantum Computing and Federated Learning: Challenges and Future Perspectives	71
A Review of Soil Thermal Conductivity Measurement Techniques, Challenges, and Future Directions	70
Machine Learning in Healthcare Analytics: A State-of-the-Art Review	68
An Extensive Review of Machine Learning and Deep Learning Techniques on Heart Disease Classification and Prediction	67
Global Developments in Additive Manufacturing of Polymer Composite Materials: A Scientometric Review	67
Impact of Climate Change on the Dynamic Processes of Marine Environment and Feedback Mechanisms: An Overview	66
XAI in Heart Disease: A Review of Concepts, Applications and Limitations	66
CBS-Based Partitioned Semi-implicit Coupling Algorithms for Fluid–Structure Interaction: A Decade Review	64
Magnetorheological Fluids for Damping Control: Advances in Modeling and Control	64
Machine Learning Meets Fracture Mechanics: What Can We Learn?	63
Flow Direction Algorithm: A Comprehensive Review	63
An Overview of Design and Development of Biomimetic Bone Scaffolds Using Heterogeneous TPMS Lattice Structures	63
A Comprehensive Review on Applications of Grey Wolf Optimizer in Energy Systems	62
Foodborne Disease Symptoms, Diagnostics, and Predictions Using Artificial Intelligence-Based Learning Approaches: A Systematic Review	62
A Critical Assessment Regarding Two-Temperature Models: An Investigation of the Different Forms of Two-Temperature Models, the Various Ultrashort Pulsed Laser Models and Computational Methods	61
Fractional Spectral and Fractional Finite Element Methods: A Comprehensive Review and Future Prospects	59
Deep Autoencoder Neural Networks: A Comprehensive Review and New Perspectives	59
Application of Hybrid Machine Learning for Groundwater Level Prediction: A Comprehensive Review	59
Comparative Analysis of Different Deep Convolutional Neural Network Architectures for Classification of Brain Tumor on Magnetic Resonance Images	59
Design and Analysis of Three-Dimensional Foams: A Review	58
Implementation of Different Types of Meshfree Technique in Computational Solid Mechanics: A Comprehensive Review Across Nano, Micro, and Macro Scales	58
Analytical Review of Map Matching Algorithms: Analyzing the Performance and Efficiency Using Road Dataset of the Indian Subcontinent	58
Probabilistic and Data-Efficient Modelling of Soil Properties: Review, Tool Development and Practical Applications	58

Preserving Artistic Heritage: A Comprehensive Review of Virtual Restoration Methods for Damaged Artworks	57
A Survey on Automatic Image Captioning Approaches: Contemporary Trends and Future Perspectives	57
Advances Towards Automatic Detection and Classification of Parasites Microscopic Images Using Deep Convolutional Neural Network: Methods, Models and Research Directions	57
Transforming Urban Mobility: A Systematic Review of AI-Based Traffic Optimization Techniques	57
A Survey of Artificial Hummingbird Algorithm and Its Variants: Statistical Analysis, Performance Evaluation, and Structural Reviewing	56
Archives of Quantum Computing: Research Progress and Challenges	55
An Emerging Trend in Substrate Integrated Waveguide Filtering Antenna: Design Strategies, Performance Enhancement, and Applications - A Review	55
Machine Learning Aided Modeling of Granular Materials: A Review	55
Review of ML and AutoML Solutions to Forecast Time-Series Data	54
Application of Artificial Intelligence in Aerospace Engineering and Its Future Directions: A Systematic Quantitative Literature Review	54
AI-Driven Image Processing for Microstructure and Surface Characterization: A Systematic Review of Methods, Materials, and Applications	54
Selection and Scaling Approaches of Earthquake Time-Series for Structural Engineering Applications: A State-of-the-Art Review	54
A Review on Data-Driven Constitutive Laws for Solids	54
Molecular Mechanics of Disordered Solids	53
Q-ST: A Comprehensive Review of Quantum Software and Toolchains, Ecosystems, and Technologies	53
Evaluating Machine Learning Models for Cardiovascular Disease Prediction: Balancing Accuracy and Minority Class Detection	53
Computational Methods in Power System State Estimation: A Recent Critical Review, Current Challenges and Future Research Directions	53
Machine Learning-Based Assessment of the Influence of Nanoparticles on Biodiesel Engine Performance and Emissions: A critical review	53
Building Expert Small Models: A Comprehensive Survey of Model Compression, Knowledge Distillation, and Augmented Inference	52
Diagnostic Driven Topology Adaptive Generative Adversarial Networks for Improved Breast Cancer Diagnosis	52
A Comprehensive Review on Meta-heuristic Algorithms for Solving Nonlinear Equation Systems	52
Optimizing Irrigation and Fertilization Strategies for Crop Growth: A Comparative Study of Genetic Algorithm and Model Predictive Control Under Weather Uncertainty	51
Tool Condition Monitoring Methods Applicable in the Metalworking Process	51
Recent Advances in Machine Learning-Based Models for Prediction of Antiviral Peptides	50
A Comprehensive Survey on Aquila Optimizer	49
Cuffless Monitoring of Blood Pressure Using Photoplethysmography Signal: A Comprehensive Review of Artificial Intelligence and Edge Computing Solutions	48
Deep Learning Models for Diagnosis of Schizophrenia Using EEG Signals: Emerging Trends, Challenges, and Prospects	47
Multi-objective Seismic Design Optimization of Structures: A Review	47
An Extensive Review on Lung Cancer Diagnosis Using Machine Learning Techniques on Radiological Data: State-of-the-art and Perspectives	47
A Comprehensive Study of Optical Solitons in Fractional Complex Ginzburg-Landau Equation: Insights from Differential Operators and New Mapping Method	47
Physics‑Informed Neural Networks in Civil, Transportation, and Pavement Engineering: Cross‑Domain Review, Benchmarking Challenges, and Research Gaps	47
Artificial Intelligence and Medical Imaging: A Review of the Application of Vascular Cognitive Impairment	46
Advances in Sparrow Search Algorithm: A Comprehensive Survey	46
Role of Machine Learning in Additive Manufacturing of Titanium Alloys—A Review	46
Correction: A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference	45
Automatic prediction and evaluation of aesthetic outcomes in plastic and oncological surgery: a systematic review	45
Fuzzy Logic-Based Maximum Power Point Tracking Control for Photovoltaic Systems: A Review and Experimental Applications	45
A Comparative Review of FEM Like Techniques Applied to the Linear Analysis of Molecular Structures	44
Reliability Prediction and Assessment Models for Power Components: A Comparative Analysis	44
Multi-Scale Computational Methods for Reactive Transport of in situ Uranium Leaching: Pore Structure Evolution, Multi-Physics Coupling, and Numerical Simulations	44
Insight of Discrete Scale and Multiscale Methods for Characterization of Composite and Nanocomposite Materials	44
Comparative Assessment of Brain Tissue Mechanics Using Magnetic Resonance Elastography in Elderly Individuals: A Systematic Review of Healthy Brain versus Neurodegenerative Disorders	43
Cardiovascular Disease Prediction Using Advanced Optimization Methods in Artificial Neural Networks: Implementation, Performance Analysis, Challenges, and Future Opportunities	43
Review of Computational Strategies for Drone Design and Development	43
Soil-Structure Interaction Modelling for Seismic Resilience of Structures: A State-of-the-Art Review	43
Review of Antibody Structure Prediction-Based on Artificial Intelligence	43
Exploration of Computational Approaches in Enzyme Classification: Problems and Recent Development—A Critical Review	43
Application of Predictive Analytics in Built Environment Research: A Comprehensive Bibliometric Study to Explore Knowledge Domains and Future Research Agenda	42
Enhancing Stock Market Prediction with LSTM: A Review of Recent Developments and Comparative Analysis	42
Molecular Dynamics Investigation of Shock-Induced Deformation Behavior and Failure Mechanism in Metallic Materials	41
Advances and Challenges in Cell Type Annotation for Spatial Transcriptomics	41
Correction: A Critical Review on Metaheuristic Algorithms Based Multi-Criteria Decision-Making Approaches and Applications	41
The State-of-the-Art on Time-Frequency Signal Processing Techniques for High-Resolution Representation of Nonlinear Systems in Engineering	40
Policy Framework for Realizing Net-Zero Emission in Smart Cities	39
Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions	39
A Comprehensive Review of Explicit Topology Optimization Based on Moving Morphable Components (MMC) Method	39
A Review: CFD Approaches of Plate Heat Exchangers	38
Application of Deep Learning for Single Cell Multi-Omics: A State-of-the-Art Review	38
Machine Learning-based Model for Groundwater Quality Prediction: A Comprehensive Review and Future Time–Cost Effective Modelling Vision	37
Cancer Detection Using Artificial Intelligence: A Paradigm in Early Diagnosis	37
Computer-Aided Classification of Melanoma: A Comprehensive Survey	36
State‑of‑the‑Art Review of Numerical Simulation of Punching Shear in Slabs	36
Deep Learning Models for Skin Cancer Classification Across Diverse Color Spaces: Comprehensive Analysis	36
A Comparison of CNN, RNN, and FNN Algorithms to Investigate Effective Diabetes Prediction	36
Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	36
Optimal Local Truncation Error Method for Solution of Partial Differential Equations on Irregular Domains and Interfaces Using Unfitted Cartesian Meshes: Review	36
Green Artificial Intelligence: A Comprehensive Review of Metrics, Tools, Challenges, Trends, and Future Prospects	36
Computational Modeling of Indoor Organic Photovoltaics: Dataset Curation, Predictive Analysis, and Machine Learning Approaches	35
Review of Protocol Stack Development of Flying Ad-hoc Networks for Disaster Monitoring Applications	35
Nature Inspired Algorithms for Solving Multiple Sequence Alignment Problem: A Review	35
Transformative Impact of Deep Learning and Machine Learning in Oncology: A Comprehensive Review of AI-Based Approaches for Early Detection, Diagnosis and Therapeutics Across Different Cancer Types	35
Correction to: Multi-level Machine Learning-Driven Tunnel Squeezing Prediction: Review and New Insights	34
Reviews on Load Flow Methods in Electric Distribution Networks	34
Advancements in Machine Learning for Brain Tumor Classification and Diagnosis: A Comprehensive Review of Challenges and Future Directions	34
Comparative Analysis of Diabetic Retinopathy Classification Approaches Using Machine Learning and Deep Learning Techniques	34
Artificial Intelligence Methods for Clean Energy and Environmental Engineering Systems: A Cross-Sectoral Computational Review	34
Machine Learning and Optimization Algorithms for Vibration, Bending and Buckling Analyses of Composite/Nanocomposite Structures: A Systematic and Comprehensive Review	34
Correction to: Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	34
Data-Driven and Computational Intelligence Approaches for SOC Estimation in Lithium-Ion Batteries: Challenges, Opportunities, and Future Trends	34
A Review of Mathematical Information Retrieval: Bridging Symbolic Representation and Intelligent Retrieval	34

Correction: Machine Learning Meets Fracture Mechanics: What Can We Learn?	34
A Comparison of CNN, RNN, and FNN Algorithms To Investigate Effective Diabetes Prediction	33
Deep Learning Approaches to Enhance Lung Cancer Diagnosis Using Next Generation Sequencing: State of the Art	33
Reviews, Challenges, and Insights on Computational Methods for Network Reconfigurations in Smart Electricity Distribution Networks	33
Reproducible Multi-Metric Benchmarking Framework for Metaheuristic Algorithms in Constrained Engineering Optimization	33
Machine Learning Techniques and Population-Based Metaheuristics for Damage Detection and Localization Through Frequency and Modal-Based Structural Health Monitoring: A Review	32
Architectural and Performance Analysis of Static and Dynamic Neural Networks in Plant Disease Detection	32
Artificial Intelligence Based Techniques to Detect and Classify Adventitious Respiratory Sounds: An in-Depth Review	32
Image-Based Hemodynamic and Rheological Study of Patient’s Diseased Arterial Vasculatures Using Computational Fluid Dynamics (CFD) and Fluid–Structure Interactions (FSI) Analysis: A review	31
Exploring the Frontiers: A Comprehensive Survey on the Advancements and Prospects of the Spintronics Era	31
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning	31
The Role of Machine Learning in Tribology: A Systematic Review	31
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization	30
Artificial Intelligence and Data Analytics for Structural Health Monitoring: A Review of Recent Developments	30
State-of-the-Art Load Balancing Algorithms for Mist-Fog-Cloud Assisted Paradigm: A Review and Future Directions	30
AI and ML in Mitigating Membrane Fouling in Heavy Metal Wastewater Treatment: A Review on Recent Trends and Future Industrial Outlook	30
Advancements in Hybrid Machine Learning Models for Biomedical Disease Classification Using Integration of Hyperparameter-Tuning and Feature Selection Methodologies: A Comprehensive Review	30
A Critical Review of Critical Factors Influencing Airborne Particle Transmission in Indoor Environments Under Stationary and Dynamic Scenarios	30
Infectious Disease Modeling: From Traditional to Evolutionary Algorithms	30
Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective	30
A Survey on Edge/Fog Caching Based on Deep Learning Algorithms	30
State-of-the-Art in Different Formulations of Super Convergent Mesh-Less Differential Quadrature Method	30
Quantum Computing in Healthcare: Exploring Mathematical Aspects, Algorithms and Applications	30
When Optimal Control Meets Neural Network: A Comprehensive Survey	29
When Data Augmentation Fails in Remote Sensing Detection: A Systematic Review of Adverse Effects, Failure Classes, and Physics Constraints	29
Human-Inspired Optimization Algorithms: Theoretical Foundations, Algorithms, Open-Research Issues and Application for Multi-Level Thresholding	29
High Altitude Airship: A Review of Thermal Analyses and Design Approaches	29
A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference	29
Optimization of Water Distribution Systems Using Genetic Algorithms: A Review	29
Artificial Intelligence and Machine Learning in Electronic Fetal Monitoring	28
Advances and Trends in the Lattice Boltzmann Method for Multiphase Flows: a Hybrid Bibliometric and Thematic Review	28
AI-Based Model Order Reduction Techniques: A Survey	28
Concept, Creation, Services and Future Directions of Digital Twins in the Construction Industry: A Systematic Literature Review	28
A Comprehensive Study of Enhanced Computational Approaches for Breast Cancer Classification: Comparative Analysis with Existing State of the Art Methods	28
The Evolution of Finite Element Approaches in Reaction-Diffusion Modeling	28
Theoretical Assessment for Weather Nowcasting Using Deep Learning Methods	28
Quantum Computing Applications in Engineering: Current Status and Future Prospects	27
3D Printed Concrete for Sustainable Construction: A Review of Mechanical Properties and Environmental Impact	27
A Systematic Review and Prospect of Hybrid Simulation Methods and Applications from 1980 to 2024	27
A Systematic Review of Waste Management Solutions Using Machine Learning, Internet of Things and Blockchain Technologies: State-of-Art, Methodologies, and Challenges	27
Amalgamation of Artificial Intelligence with Nanoscience for Biomedical Applications	27
A Comprehensive Survey Inspired by Elephant Optimization Algorithms: Comprehensive Analysis, Scrutinizing Analysis, and Future Research Directions	27
A Comprehensive Comparative Study of Evolutionary, Swarm Intelligence, and Physics/Mathematics-Based Optimization Algorithms by the Novel SRA Algorithm	27
Large Language Models Meet Molecules: A Systematic Review of Advances and Challenges in AI-Driven Cheminformatics	27
A Review on Kalman Filter Models	27
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations	27
Object Tracking: A Comprehensive Survey of Deep and Traditional Methods	26
Correction: Review of Segmentation Methods for Coastline Detection in SAR Images	26
The Effect of Loading Inclination and Eccentricity on the Bearing Capacity of Shallow Foundations: A Review	26
Breast Cancerous Tumor Classification: A Comparative Analysis of Machine Learning and Deep Learning on Different Datasets	26
Correction: Vertical Vibrations of Suspension Bridges: A Review and a New Method	26
Decision-Making Model Construction of Emergency Material Allocation for Critical Incidents Based on BP Neural Network Algorithm: An Overview	26
Computational Methods for Mitosis Detection in Histopathology Images: a Two Decades of Comprehensive Scientometric Review	26
The Concept of Building Renovation Passports – A Systematic Review	25
Machine Learning-Enhanced Advanced Combustion Strategies for Diesel Engines: A Comprehensive Review Toward Sustainable Combustion	25
Recent Advances and Applications of the Multi-verse Optimiser Algorithm: A Survey from 2020 to 2024	25
Dynamic Responses of Beam Deflection Model Using $$\gamma$$-Splines Functions and Fourier Transform Discretization Solvers	25
A Comprehensive Survey of Heart Disease Prediction Approaches: Methods, Applications, Performance Analysis, Datasets, Research Challenges, and Future Scopes	25
Remote Sensing and Artificial Intelligence in Flood Prediction: Progress, Challenges, and Prospects	24
A Critical Review of How EXtended Reality (XR) has Addressed Key Factors Influencing Safety on Construction Projects (fSCPs)	24
A Systematic Review of Modern Approaches in Healthcare Systems for Lung Cancer Detection and Classification	24
A Comprehensive Survey of Multi-Level Thresholding Segmentation Methods for Image Processing	24
Predicting Materials Using Variational Autoencoders: A Systematic Literature Review	24
Advancements in Pushover Analysis for Improved Seismic Performance Evaluation	24
The Role of Machine Learning in Earthquake Seismology: A Review	24
A Comprehensive Review on Advancement in Deep Learning Techniques for Automatic Detection of Tuberculosis from Chest X-ray Images	24
From Physics to Transformers: A Review of Physics-Guided and Learning-Based Underwater Image Dehazing	24