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 2022-01-01 to 2026-01-01.)

Article	Citations
Intelligent Materials Improvement Through Artificial Intelligence Approaches: A Systematic Literature Review	1334
Correction to: A Consistent Finite Element Formulation of the Geometrically Non-linear Reissner–Mindlin Shell Model	383
Applications of Artificial Intelligence and Machine Learning in the Preservation and Analysis of Heritage Structures: A Comprehensive Review	297
A Systematic Survey on Segmentation Algorithms for Musculoskeletal Tissues in Ultrasound Imaging	295
A Comprehensive Review on Biomechanical Modeling Applied to Device-Assisted Locomotion	279
Advancements in Machine Learning Techniques for Hand Gesture-Based Sign Language Recognition: A Comprehensive Review	252
Generalized Matrix Learning Vector Quantization Computational Method for Intelligent Decision Making: A Systematic Literature Review	202
From Algorithms to Connectivity: A Comprehensive Review of Traffic Signal Optimization and Communication Based Cooperative Control	199
Eagle Strategy in Nature-Inspired Optimization: Theory, Analysis, Applications, and Comparative Study	195
Exploring Nonlinear Dynamics and Stability of Embedded Carbon Nanotubes in Mechanical Engineering	193
Hyper-Reduction Techniques for Efficient Simulation of Large-Scale Engineering Systems	184
Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges	182
Deep Learning for Time Series Forecasting: Review and Applications in Geotechnics and Geosciences	179
Advancement in Machine Learning: A Strategic Lookout from Cancer Identification to Treatment	174
Quasi-Newton Methods for Partitioned Simulation of Fluid–Structure Interaction Reviewed in the Generalized Broyden Framework	171
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization	153
Transforming Additive Manufacturing with Artificial Intelligence: A Review of Current and Future Trends	152
Predictive Monitoring of Incipient Faults in Rotating Machinery: A Systematic Review from Data Acquisition to Artificial Intelligence	146
Correction to: An Inclusive Survey on Marine Predators Algorithm: Variants and Applications	136
Dandelion Optimizer (DO): A Review, Theory, Variants, and Applications	136
Dynamic Modelling and Process Control of Iodine-Sulfur Thermochemical Cycle for Hydrogen Production: A Bibliometric Study and Research Prospect	128
Breakthroughs and Perspectives of Artificial Intelligence in Turbulence Research: From Data Parsing to Physical Insights	121
Correction: Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	119
A Comprehensive Survey on Runge Kutta Optimizer	115
Advanced Progress in Optimized Generative Adversarial Network Applications Across Domains: A Comprehensive Survey	114

Convolutional Neural Network Applications in Dental Diagnostics: A Focused Review on Bitewing-Based Caries Detection	110
A Review of Three Common Concrete Multiaxial Strength Criteria from 2010 to 2020	108
A Review on Developments in Evolutionary Computation Approaches for Road Traffic Flow Prediction	104
Retraction Note: A Review and State of Art of Internet of Things (IoT)	104
Adaptive Computational Solutions to Energy Efficiency in Cloud Computing Environment Using VM Consolidation	102
An Investigational Approach for the Prediction of Gastric Cancer Using Artificial Intelligence Techniques: A Systematic Review	102
3D Face Reconstruction in Deep Learning Era: A Survey	99
2D-to-3D: A Review for Computational 3D Image Reconstruction from X-ray Images	98
Machine Learning Optimization Techniques: A Survey, Classification, Challenges, and Future Research Issues	95
Hybrid Machine Learning Models for Discharge Coefficient Prediction in Hydrofoil-Crested Stepped Spillways	92
RETRACTED ARTICLE: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	89
Review on Machine Learning-Based Underground Coal Mines Gas Hazard Identification and Estimation Techniques	89
From Conventional Approach to Machine Learning and Deep Learning Approach: An Experimental and Comprehensive Review of Image Fusion Techniques	88
A Comparative Study of State-of-the-art Metaheuristics for Solving Many-objective Optimization Problems of Fixed Wing Unmanned Aerial Vehicle Conceptual Design	87
A Comprehensive Review on Beamforming Optimization Techniques for IRS assisted Energy Harvesting	87
Advances in Sand Cat Swarm Optimization: A Comprehensive Study	84
Features for Active Contour and Surface Segmentation: A Review	83
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior	81
AI Based Diagnosis of Chronic Obstructive Pulmonary Disease: Acomparative Review	79
Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches	73
Comparative Analysis of Different Deep Convolutional Neural Network Architectures for Classification of Brain Tumor on Magnetic Resonance Images	73
Flow Direction Algorithm: A Comprehensive Review	73
Deep Autoencoder Neural Networks: A Comprehensive Review and New Perspectives	72
An Extensive Review of Machine Learning and Deep Learning Techniques on Heart Disease Classification and Prediction	72
A Comprehensive Review on Applications of Grey Wolf Optimizer in Energy Systems	68
Machine Learning Methods for Diagnosis of Eye-Related Diseases: A Systematic Review Study Based on Ophthalmic Imaging Modalities	67
Global Developments in Additive Manufacturing of Polymer Composite Materials: A Scientometric Review	66
An Overview of Design and Development of Biomimetic Bone Scaffolds Using Heterogeneous TPMS Lattice Structures	66
Comprehensive Analysis of Computational Models for Prediction of Anticancer Peptides Using Machine Learning and Deep Learning	65
CBS-Based Partitioned Semi-implicit Coupling Algorithms for Fluid–Structure Interaction: A Decade Review	65
Machine Learning in Healthcare Analytics: A State-of-the-Art Review	64
Fractional Spectral and Fractional Finite Element Methods: A Comprehensive Review and Future Prospects	64
A Review of Coaxial Compound Helicopters: Aerodynamics and Flight Dynamics	63
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	62
Impact of Climate Change on the Dynamic Processes of Marine Environment and Feedback Mechanisms: An Overview	61
Comprehensive Review of Subloading Surface Model: Governing Law of Irreversible Mechanical Phenomena of Solids	61
Foodborne Disease Symptoms, Diagnostics, and Predictions Using Artificial Intelligence-Based Learning Approaches: A Systematic Review	60
Analytical Review of Map Matching Algorithms: Analyzing the Performance and Efficiency Using Road Dataset of the Indian Subcontinent	59
Transforming Urban Mobility: A Systematic Review of AI-Based Traffic Optimization Techniques	59
On the Modeling and Simulation of Variable-Length Pendulum Systems: A Review	58
Design and Analysis of Three-Dimensional Foams: A Review	58
On the Use of Copulas in Geotechnical Engineering: A Tutorial and State-of-the-Art-Review	57
Implementation of Different Types of Meshfree Technique in Computational Solid Mechanics: A Comprehensive Review Across Nano, Micro, and Macro Scales	55
Advances Towards Automatic Detection and Classification of Parasites Microscopic Images Using Deep Convolutional Neural Network: Methods, Models and Research Directions	55
A Survey on Automatic Image Captioning Approaches: Contemporary Trends and Future Perspectives	55
Preserving Artistic Heritage: A Comprehensive Review of Virtual Restoration Methods for Damaged Artworks	55
A Review on ANN Based Model for Solar Radiation and Wind Speed Prediction with Real-Time Data	54
A Survey of Artificial Hummingbird Algorithm and Its Variants: Statistical Analysis, Performance Evaluation, and Structural Reviewing	54
Archives of Quantum Computing: Research Progress and Challenges	54
Machine Learning Aided Modeling of Granular Materials: A Review	53

A Review on Data-Driven Constitutive Laws for Solids	53
Review of ML and AutoML Solutions to Forecast Time-Series Data	53
A Multi-agent Based Evacuation Planning for Disaster Management: A Narrative Review	53
UAV Path Planning Using Optimization Approaches: A Survey	52
Exploring the Deep-Learning Techniques in Detecting the Presence of Coronavirus in the Chest X-Ray Images: A Comprehensive Review	52
Diagnostic Driven Topology Adaptive Generative Adversarial Networks for Improved Breast Cancer Diagnosis	51
A Review on Computer-Aided Design and Manufacturing Processes in Design and Architecture	51
Evaluating Machine Learning Models for Cardiovascular Disease Prediction: Balancing Accuracy and Minority Class Detection	50
Recent Advances in Machine Learning-Based Models for Prediction of Antiviral Peptides	50
Computational Methods in Power System State Estimation: A Recent Critical Review, Current Challenges and Future Research Directions	50
Application of Artificial Intelligence in Aerospace Engineering and Its Future Directions: A Systematic Quantitative Literature Review	49
Machine Learning-Based Assessment of the Influence of Nanoparticles on Biodiesel Engine Performance and Emissions: A critical review	49
Tool Condition Monitoring Methods Applicable in the Metalworking Process	49
Multi-objective Seismic Design Optimization of Structures: A Review	49
Cuffless Monitoring of Blood Pressure Using Photoplethysmography Signal: A Comprehensive Review of Artificial Intelligence and Edge Computing Solutions	49
A Comprehensive Survey on Brain Tumor Diagnosis Using Deep Learning and Emerging Hybrid Techniques with Multi-modal MR Image	48
A Comprehensive Review on Analysis and Implementation of Recent Image Dehazing Methods	48
A Comprehensive Review on Meta-heuristic Algorithms for Solving Nonlinear Equation Systems	48
Selection and Scaling Approaches of Earthquake Time-Series for Structural Engineering Applications: A State-of-the-Art Review	48
Molecular Mechanics of Disordered Solids	48
An Extensive Review on Lung Cancer Diagnosis Using Machine Learning Techniques on Radiological Data: State-of-the-art and Perspectives	47
A Comprehensive Survey on Aquila Optimizer	47
Deep Learning Models for Diagnosis of Schizophrenia Using EEG Signals: Emerging Trends, Challenges, and Prospects	47
Advances in Sparrow Search Algorithm: A Comprehensive Survey	46
Role of Machine Learning in Additive Manufacturing of Titanium Alloys—A Review	46
Exploration of Computational Approaches in Enzyme Classification: Problems and Recent Development—A Critical Review	45
Cardiovascular Disease Prediction Using Advanced Optimization Methods in Artificial Neural Networks: Implementation, Performance Analysis, Challenges, and Future Opportunities	44
Comparative Assessment of Brain Tissue Mechanics Using Magnetic Resonance Elastography in Elderly Individuals: A Systematic Review of Healthy Brain versus Neurodegenerative Disorders	44
Application of Deep Learning for Single Cell Multi-Omics: A State-of-the-Art Review	44
A Comparative Review of FEM Like Techniques Applied to the Linear Analysis of Molecular Structures	44
Review of Antibody Structure Prediction-Based on Artificial Intelligence	43
Application of Predictive Analytics in Built Environment Research: A Comprehensive Bibliometric Study to Explore Knowledge Domains and Future Research Agenda	43
Enhancing Stock Market Prediction with LSTM: A Review of Recent Developments and Comparative Analysis	43
Correction: A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference	42
A Comparison of CNN, RNN, and FNN Algorithms to Investigate Effective Diabetes Prediction	42
State‑of‑the‑Art Review of Numerical Simulation of Punching Shear in Slabs	42
Review of Computational Strategies for Drone Design and Development	41
Cancer Detection Using Artificial Intelligence: A Paradigm in Early Diagnosis	41
Policy Framework for Realizing Net-Zero Emission in Smart Cities	41
A Review: CFD Approaches of Plate Heat Exchangers	41
The State-of-the-Art on Time-Frequency Signal Processing Techniques for High-Resolution Representation of Nonlinear Systems in Engineering	41
Insight of Discrete Scale and Multiscale Methods for Characterization of Composite and Nanocomposite Materials	40
Molecular Dynamics Investigation of Shock-Induced Deformation Behavior and Failure Mechanism in Metallic Materials	40
Correction: A Critical Review on Metaheuristic Algorithms Based Multi-Criteria Decision-Making Approaches and Applications	40
A Comprehensive Review of Explicit Topology Optimization Based on Moving Morphable Components (MMC) Method	40
Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions	39
Reliability Prediction and Assessment Models for Power Components: A Comparative Analysis	39
Fuzzy Logic-Based Maximum Power Point Tracking Control for Photovoltaic Systems: A Review and Experimental Applications	39
Machine Learning-based Model for Groundwater Quality Prediction: A Comprehensive Review and Future Time–Cost Effective Modelling Vision	39
Correction to: Multi-level Machine Learning-Driven Tunnel Squeezing Prediction: Review and New Insights	38
Deep Learning Models for Skin Cancer Classification Across Diverse Color Spaces: Comprehensive Analysis	38
Correction to: Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	38
Computational Modeling of Indoor Organic Photovoltaics: Dataset Curation, Predictive Analysis, and Machine Learning Approaches	37
Computer-Aided Classification of Melanoma: A Comprehensive Survey	37
A Comparison of CNN, RNN, and FNN Algorithms To Investigate Effective Diabetes Prediction	37
Reviews, Challenges, and Insights on Computational Methods for Network Reconfigurations in Smart Electricity Distribution Networks	37
A Review of Mathematical Information Retrieval: Bridging Symbolic Representation and Intelligent Retrieval	37
Nature Inspired Algorithms for Solving Multiple Sequence Alignment Problem: A Review	37
Deep Learning Approaches to Enhance Lung Cancer Diagnosis Using Next Generation Sequencing: State of the Art	37
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	36
Exploring the Frontiers: A Comprehensive Survey on the Advancements and Prospects of the Spintronics Era	35
A Survey on Quantum Computational Finance for Derivatives Pricing and VaR	35
Advancements in Hybrid Machine Learning Models for Biomedical Disease Classification Using Integration of Hyperparameter-Tuning and Feature Selection Methodologies: A Comprehensive Review	35
Comparative Analysis of Diabetic Retinopathy Classification Approaches Using Machine Learning and Deep Learning Techniques	35
Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective	35
Artificial Intelligence Based Techniques to Detect and Classify Adventitious Respiratory Sounds: An in-Depth Review	34
The Role of Machine Learning in Tribology: A Systematic Review	34
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning	34
Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	34
Advancements in Machine Learning for Brain Tumor Classification and Diagnosis: A Comprehensive Review of Challenges and Future Directions	33
Review of Protocol Stack Development of Flying Ad-hoc Networks for Disaster Monitoring Applications	33
Machine Learning Techniques and Population-Based Metaheuristics for Damage Detection and Localization Through Frequency and Modal-Based Structural Health Monitoring: A Review	33
Reviews on Load Flow Methods in Electric Distribution Networks	32
Machine Learning and Optimization Algorithms for Vibration, Bending and Buckling Analyses of Composite/Nanocomposite Structures: A Systematic and Comprehensive Review	31
Artificial Intelligence and Data Analytics for Structural Health Monitoring: A Review of Recent Developments	31
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization	31
Optimal Local Truncation Error Method for Solution of Partial Differential Equations on Irregular Domains and Interfaces Using Unfitted Cartesian Meshes: Review	31
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
A Comprehensive Survey Inspired by Elephant Optimization Algorithms: Comprehensive Analysis, Scrutinizing Analysis, and Future Research Directions	30
Amalgamation of Artificial Intelligence with Nanoscience for Biomedical Applications	30

Theoretical Assessment for Weather Nowcasting Using Deep Learning Methods	30
The Evolution of Finite Element Approaches in Reaction-Diffusion Modeling	30
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	30
A Critical Review of Critical Factors Influencing Airborne Particle Transmission in Indoor Environments Under Stationary and Dynamic Scenarios	29
State-of-the-Art in Different Formulations of Super Convergent Mesh-Less Differential Quadrature Method	29
A Comprehensive Study of Enhanced Computational Approaches for Breast Cancer Classification: Comparative Analysis with Existing State of the Art Methods	29
A Survey on Edge/Fog Caching Based on Deep Learning Algorithms	29
Quantum Computing in Healthcare: Exploring Mathematical Aspects, Algorithms and Applications	29
AI and ML in Mitigating Membrane Fouling in Heavy Metal Wastewater Treatment: A Review on Recent Trends and Future Industrial Outlook	29
Large Language Models Meet Molecules: A Systematic Review of Advances and Challenges in AI-Driven Cheminformatics	29
Infectious Disease Modeling: From Traditional to Evolutionary Algorithms	29
AI-Based Model Order Reduction Techniques: A Survey	28
Human-Inspired Optimization Algorithms: Theoretical Foundations, Algorithms, Open-Research Issues and Application for Multi-Level Thresholding	28
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations	28
State-of-the-Art Load Balancing Algorithms for Mist-Fog-Cloud Assisted Paradigm: A Review and Future Directions	28
Artificial Intelligence and Machine Learning in Electronic Fetal Monitoring	28
High Altitude Airship: A Review of Thermal Analyses and Design Approaches	28
Concept, Creation, Services and Future Directions of Digital Twins in the Construction Industry: A Systematic Literature Review	28
A Review on Kalman Filter Models	27
Correction: Vertical Vibrations of Suspension Bridges: A Review and a New Method	27
Optimization of Water Distribution Systems Using Genetic Algorithms: A Review	27
A Systematic Review of Waste Management Solutions Using Machine Learning, Internet of Things and Blockchain Technologies: State-of-Art, Methodologies, and Challenges	27
3D Printed Concrete for Sustainable Construction: A Review of Mechanical Properties and Environmental Impact	27
A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference	27
Diffusion Models and Generative Artificial Intelligence: Frameworks, Applications and Challenges	26
The Effect of Loading Inclination and Eccentricity on the Bearing Capacity of Shallow Foundations: A Review	26
Correction: Review of Segmentation Methods for Coastline Detection in SAR Images	26
A Comprehensive Survey of Heart Disease Prediction Approaches: Methods, Applications, Performance Analysis, Datasets, Research Challenges, and Future Scopes	26
A Critical Review of How EXtended Reality (XR) has Addressed Key Factors Influencing Safety on Construction Projects (fSCPs)	26
Computational Methods for Mitosis Detection in Histopathology Images: a Two Decades of Comprehensive Scientometric Review	26
Breast Cancerous Tumor Classification: A Comparative Analysis of Machine Learning and Deep Learning on Different Datasets	26
Object Tracking: A Comprehensive Survey of Deep and Traditional Methods	26
Benchmark Examples for Structural System Changes: Analytical and Numerical Approaches	26
Recent Advances and Applications of the Multi-verse Optimiser Algorithm: A Survey from 2020 to 2024	26
The Role of Machine Learning in Earthquake Seismology: A Review	26
Dynamic Responses of Beam Deflection Model Using $$\gamma$$-Splines Functions and Fourier Transform Discretization Solvers	26
A Comprehensive Study on Deep Learning Models for the Detection of Ovarian Cancer and Glomerular Kidney Disease using Histopathological Images	26
A Systematic Review of Modern Approaches in Healthcare Systems for Lung Cancer Detection and Classification	25
Decision-Making Model Construction of Emergency Material Allocation for Critical Incidents Based on BP Neural Network Algorithm: An Overview	25
A Literature Review and Critical Analysis of Metaheuristics Recently Developed	25
A Comprehensive Review on Advancement in Deep Learning Techniques for Automatic Detection of Tuberculosis from Chest X-ray Images	25
“Advancements in Microstrip Patch Antenna Design Using Nature-Inspired Metaheuristic Optimization Algorithms: A Systematic Review”	25
Advancements and Prospects of Machine Learning in Medical Diagnostics: Unveiling the Future of Diagnostic Precision	24
Correction: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	24
Evolution of Quantum Cryptography in Response to the Computational Power of Quantum Computers: An Archival View	24
Emerging Research Trends in Data Deduplication: A Bibliometric Analysis from 2010 to 2023	24
A Comprehensive Survey of Multi-Level Thresholding Segmentation Methods for Image Processing	24
Computational Modelling and Mechanical Characteristics of Polymeric Hybrid Composite Materials: An Extensive Review	24
Virtually Understanding the Reality: a Review of the Finite Element Simulation of Additively Manufactured Polymer Parts	24
Fish-Inspired Heuristics: A Survey of the State-of-the-Art Methods	24
A Systematic Review on Role of Deep Learning in CT scan for Detection of Gall Bladder Cancer	24
Correction to: A Consistent Finite Element Formulation of the Geometrically Non-linear Reissner-Mindlin Shell Model	24
Advancements in Pushover Analysis for Improved Seismic Performance Evaluation	24
Recent Applications and Advances of Migrating Birds Optimization	24