Archives of Computational Methods in Engineering

Papers
(The TQCC of Archives of Computational Methods in Engineering is 18. 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 2020-05-01 to 2024-05-01.)
ArticleCitations
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review275
Machine Learning Algorithms in Civil Structural Health Monitoring: A Systematic Review196
Computer Vision Techniques in Construction: A Critical Review174
Image Fusion Techniques: A Survey162
RETRACTED ARTICLE: A Review and State of Art of Internet of Things (IoT)158
A Review on Machine Learning and Deep Learning Perspectives of IDS for IoT: Recent Updates, Security Issues, and Challenges136
A Survey of Learning-Based Intelligent Optimization Algorithms127
A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems121
A Systematic Review of Hidden Markov Models and Their Applications114
Advances in Sparrow Search Algorithm: A Comprehensive Survey110
The Revolution of Blockchain: State-of-the-Art and Research Challenges108
State-of-the-Art and Comparative Review of Adaptive Sampling Methods for Kriging105
Computer Vision Models in Intelligent Aquaculture with Emphasis on Fish Detection and Behavior Analysis: A Review99
An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications88
Machine Learning and Deep Learning Based Computational Techniques in Automatic Agricultural Diseases Detection: Methodologies, Applications, and Challenges87
A State of the Art Review of the Particle Finite Element Method (PFEM)84
Methodological-Technological Framework for Construction 4.082
Review on Machine Learning Algorithm Based Fault Detection in Induction Motors82
Latest Advancements in Heat Transfer Enhancement in the Micro-channel Heat Sinks: A Review81
A Systematic Review on Firefly Algorithm: Past, Present, and Future81
A Review of Hydraulic Fracturing Simulation79
Performance Assessment of Concrete and Steel Material Models in LS-DYNA for Enhanced Numerical Simulation, A State of the Art Review78
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis76
The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges70
State-of-the-Art Review on Responses of RC Structures Subjected to Lateral Impact Loads67
Theories and Applications of CFD–DEM Coupling Approach for Granular Flow: A Review66
From Photonic Crystals to Seismic Metamaterials: A Review via Phononic Crystals and Acoustic Metamaterials66
Recent Trends in Prediction of Concrete Elements Behavior Using Soft Computing (2010–2020)66
Survey on Machine Learning in Speech Emotion Recognition and Vision Systems Using a Recurrent Neural Network (RNN)66
Review of Machine Learning Techniques for EEG Based Brain Computer Interface64
Breast Cancer Detection, Segmentation and Classification on Histopathology Images Analysis: A Systematic Review64
A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems63
Advances in Computational Intelligence of Polymer Composite Materials: Machine Learning Assisted Modeling, Analysis and Design63
Big Data Analytics in Weather Forecasting: A Systematic Review61
Advanced Metaheuristic Techniques for Mechanical Design Problems: Review60
Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions59
Emerging Trends in Machine Learning to Predict Crop Yield and Study Its Influential Factors: A Survey57
Slime Mould Algorithm: A Comprehensive Survey of Its Variants and Applications57
A Comprehensive Survey on Portfolio Optimization, Stock Price and Trend Prediction Using Particle Swarm Optimization54
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils53
Advances in Spotted Hyena Optimizer: A Comprehensive Survey53
Exploring the Domain of Interpretive Structural Modelling (ISM) for Sustainable Future Panorama: A Bibliometric and Content Analysis52
UAV Path Planning Using Optimization Approaches: A Survey52
Accelerating Large-scale Topology Optimization: State-of-the-Art and Challenges52
Selection of Renewable Energy Alternatives for Green Blockchain Investments: A Hybrid IT2-based Fuzzy Modelling51
A Review on the Effectiveness of Machine Learning and Deep Learning Algorithms for Cyber Security51
A Review Approach for Sound Propagation Prediction of Plate Constructions51
What is at the Root of Construction 4.0: A Systematic Review of the Recent Research Effort50
Eighty Years of the Finite Element Method: Birth, Evolution, and Future50
A Review of Multi-objective Optimization: Methods and Algorithms in Mechanical Engineering Problems49
A Review on SAR Image and its Despeckling48
A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future47
Artificial Intelligence, Machine Learning, and Deep Learning in Structural Engineering: A Scientometrics Review of Trends and Best Practices47
Dynamic Load Identification for Mechanical Systems: A Review47
A Comprehensive Overview of Image Enhancement Techniques46
Optimization of Thermal and Structural Design in Lithium-Ion Batteries to Obtain Energy Efficient Battery Thermal Management System (BTMS): A Critical Review45
A Comparative Review of XFEM, Mixed FEM and Phase-Field Models for Quasi-brittle Cracking45
Security Threats, Defense Mechanisms, Challenges, and Future Directions in Cloud Computing44
Comparative Performance of Twelve Metaheuristics for Wind Farm Layout Optimisation44
A Review on Kalman Filter Models43
Advances in Tree Seed Algorithm: A Comprehensive Survey43
Review of Vehicle Routing Problems: Models, Classification and Solving Algorithms43
A Critical Review of Blast Wave Parameters and Approaches for Blast Load Mitigation42
A Scoping Review on the Applications of MCDM Techniques for Parametric Optimization of Machining Processes40
Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis40
A Systematic Review on Metaheuristic Optimization Techniques for Feature Selections in Disease Diagnosis: Open Issues and Challenges40
A Review on the Size-Dependent Models of Micro-beam and Micro-plate Based on the Modified Couple Stress Theory39
Application of Artificial Neural Network for Internal Combustion Engines: A State of the Art Review39
Vehicular Ad Hoc Network (VANET) Localization Techniques: A Survey38
Review of ML and AutoML Solutions to Forecast Time-Series Data38
A Review on ANN Based Model for Solar Radiation and Wind Speed Prediction with Real-Time Data36
Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art36
A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis36
A Comprehensive Review and Analysis of Operating Room and Surgery Scheduling36
Thirty Years of the Finite Volume Method for Solid Mechanics36
Numerical Modeling and Lattice Method for Characterizing Hydraulic Fracture Propagation: A Review of the Numerical, Experimental, and Field Studies36
A State-of-the-Art Review on Machine Learning-Based Multiscale Modeling, Simulation, Homogenization and Design of Materials35
A Selection of Benchmark Problems in Solid Mechanics and Applied Mathematics35
Machine Learning and Deep Learning Based Computational Approaches in Automatic Microorganisms Image Recognition: Methodologies, Challenges, and Developments35
A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives35
A Comprehensive Survey on Security Challenges in Different Network Layers in Cloud Computing35
25 Years of Particle Swarm Optimization: Flourishing Voyage of Two Decades35
On the Modeling and Simulation of SLM and SLS for Metal and Polymer Powders: A Review35
A Review on Computation Methods Used in Photoplethysmography Signal Analysis for Heart Rate Estimation35
Big Data Processing and Analysis in Internet of Vehicles: Architecture, Taxonomy, and Open Research Challenges35
Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches34
Review and State of Art of Fog Computing34
Measurement and Mitigation of Residual Stress in Wire-Arc Additive Manufacturing: A Review of Macro-Scale Continuum Modelling Approach34
Computational Techniques and Tools for Omics Data Analysis: State-of-the-Art, Challenges, and Future Directions34
State-of-the-Art Survey of Quantum Cryptography34
Weather Forecasting for Renewable Energy System: A Review34
Artificial Intelligence in Materials Modeling and Design33
Machine Learning for Smart Agriculture and Precision Farming: Towards Making the Fields Talk33
Using Machine Learning to Predict the Sentiment of Online Reviews: A New Framework for Comparative Analysis33
A Review of Available Theories and Methodologies for the Analysis of Nano Isotropic, Nano Functionally Graded, and CNT Reinforced Nanocomposite Structures32
Toward Smart Logistics: Engineering Insights and Emerging Trends32
Deep Transfer Learning Approaches to Predict Glaucoma, Cataract, Choroidal Neovascularization, Diabetic Macular Edema, DRUSEN and Healthy Eyes: An Experimental Review32
Flow Damping Devices in Tuned Liquid Damper for Structural Vibration Control: A Review32
A Review on the 40 Years of Existence of Data Envelopment Analysis Models: Historic Development and Current Trends31
A Survey of Bayesian Calibration and Physics-informed Neural Networks in Scientific Modeling30
Food Adulteration Detection using Artificial Intelligence: A Systematic Review30
Review of Quantum Image Processing30
Integration of BIM and GIS for Construction Automation, a Systematic Literature Review (SLR) Combining Bibliometric and Qualitative Analysis30
A Review on Applications of CFD Modeling in COVID-19 Pandemic30
Bibliometric Survey for Adoption of Building Information Modeling (BIM) in Construction Industry– A Safety Perspective29
A Review of Recent Trends and Challenges in Computational Modeling of Paper and Paperboard at Different Scales29
Computational Methods of Erosion Wear in Centrifugal Pump: A State-of-the-Art Review29
A Comprehensive Study of Reversible Data Hiding (RDH) Schemes Based on Pixel Value Ordering (PVO)29
Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains28
A Systematic Review on Biomarker Identification for Cancer Diagnosis and Prognosis in Multi-omics: From Computational Needs to Machine Learning and Deep Learning28
A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson’s Disease28
Single Image Defogging using Deep Learning Techniques: Past, Present and Future28
Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation28
A Comprehensive Review of Artificial Intelligence and Wind Energy28
A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms28
Optimization of Load-Carrying Hierarchical Stiffened Shells: Comparative Survey and Applications of Six Hybrid Heuristic Models28
Harris Hawks Optimization Algorithm: Variants and Applications27
3D Face Reconstruction in Deep Learning Era: A Survey27
Hybrid Meta-Heuristic Algorithms for Optimal Sizing of Hybrid Renewable Energy System: A Review of the State-of-the-Art27
VANETs Cloud: Architecture, Applications, Challenges, and Issues26
A Comprehensive Review of Recent Strategies on Automatic Generation Control/Load Frequency Control in Power Systems26
A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection26
Artificial Intelligence Techniques to Predict the Airway Disorders Illness: A Systematic Review26
Unified Framework and Survey for Model Verification, Validation and Uncertainty Quantification25
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization25
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations25
The Role of Artificial Neural Networks in Prediction of Mechanical and Tribological Properties of Composites—A Comprehensive Review25
On the Analyses of Medical Images Using Traditional Machine Learning Techniques and Convolutional Neural Networks25
A Study on Source Device Attribution Using Still Images24
2D-to-3D: A Review for Computational 3D Image Reconstruction from X-ray Images24
A Comprehensive Survey on Brain Tumor Diagnosis Using Deep Learning and Emerging Hybrid Techniques with Multi-modal MR Image24
Deep Reinforcement Learning Techniques in Diversified Domains: A Survey24
A Systematic Review on Breast Cancer Detection Using Deep Learning Techniques24
Stochastic Oblique Impact on Composite Laminates: A Concise Review and Characterization of the Essence of Hybrid Machine Learning Algorithms24
Review of Various Image Fusion Algorithms and Image Fusion Performance Metric23
Image Segmentation Techniques: Statistical, Comprehensive, Semi-Automated Analysis and an Application Perspective Analysis of Mathematical Expressions23
The Role of Machine Learning in Tribology: A Systematic Review23
Artificial Intelligence Techniques for Predictive Modeling of Vector-Borne Diseases and its Pathogens: A Systematic Review23
A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis23
Machine Learning-Based Modelling of Soil Properties for Geotechnical Design: Review, Tool Development and Comparison23
Computational Techniques Based on Artificial Intelligence for Extracting Optimal Parameters of PEMFCs: Survey and Insights23
A Systematic Literature Review of Blockchain Technology for Smart Villages23
A Systematic Review on Physiological-Based Biometric Recognition Systems: Current and Future Trends23
Merits and Limitations of Mathematical Modeling and Computational Simulations in Mitigation of COVID-19 Pandemic: A Comprehensive Review22
An Investigational Approach for the Prediction of Gastric Cancer Using Artificial Intelligence Techniques: A Systematic Review22
A Review on the Computational Methods of Power System Stabilizer for Damping Power Network Oscillations22
Self-supervised Learning: A Succinct Review22
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior22
A Comprehensive Review on Analysis and Implementation of Recent Image Dehazing Methods21
A Review on Fault Diagnosis and Condition Monitoring of Gearboxes by Using AE Technique21
Surrogate Models to Predict the Long-Term Compressive Strength of Cement-Based Mortar Modified with Fly Ash21
Efficient Initialization Methods for Population-Based Metaheuristic Algorithms: A Comparative Study21
A Review on Sound Source Localization Systems21
A Systematic Review of the Techniques for the Automatic Segmentation of Organs-at-Risk in Thoracic Computed Tomography Images21
A Review on Computational Methods for Denoising and Detecting ECG Signals to Detect Cardiovascular Diseases21
A Comprehensive Study on Computational Pansharpening Techniques for Remote Sensing Images21
A Review of Deep Transfer Learning Approaches for Class-Wise Prediction of Alzheimer’s Disease Using MRI Images20
Finite Element Modeling of Soil Structure Interaction System with Interface: A Review20
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization20
Application of Soft Computing Models for Simulating Nitrate Contamination in Groundwater: Comprehensive Review, Assessment and Future Opportunities20
Application of Structural Control Systems for the Cables of Cable-Stayed Bridges: State-of-the-Art and State-of-the-Practice20
Mental Health Analysis in Social Media Posts: A Survey19
Automated Bacterial Classifications Using Machine Learning Based Computational Techniques: Architectures, Challenges and Open Research Issues19
Code Smells Detection and Visualization: A Systematic Literature Review19
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning19
New Trends in Ensemble Forecast Strategy: Uncertainty Quantification for Coarse-Grid Computational Fluid Dynamics19
State-of-the-Art Review of Machine Learning Applications in Additive Manufacturing; from Design to Manufacturing and Property Control19
State of Art Review on Applications and Mechanism of Self-Healing Materials and Structure18
Assessing the Spatio-temporal Spread of COVID-19 via Compartmental Models with Diffusion in Italy, USA, and Brazil18
Fiber Reinforced Composite Manufacturing With the Aid of Artificial Intelligence – A State-of-the-Art Review18
Convolutional Neural Networks-An Extensive arena of Deep Learning. A Comprehensive Study18
Hybridisable Discontinuous Galerkin Formulation of Compressible Flows18
Progress in Modeling Wetting Phenomena on Structured Substrates18
A Systematic Literature Review of Breast Cancer Diagnosis Using Machine Intelligence Techniques18
A Comprehensive Study of Cloud Forensics18
A Review of Recent Progress in Molecular Dynamics and Coarse-Grain Simulations Assisted Understanding of Wettability18
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