Archives of Computational Methods in Engineering

Article	Citations
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review	525
RETRACTED ARTICLE: A Review and State of Art of Internet of Things (IoT)	211
Image Fusion Techniques: A Survey	195
Advances in Sparrow Search Algorithm: A Comprehensive Survey	150
A Survey of Learning-Based Intelligent Optimization Algorithms	145
Machine Learning and Deep Learning Based Computational Techniques in Automatic Agricultural Diseases Detection: Methodologies, Applications, and Challenges	132
A Review of Hydraulic Fracturing Simulation	124
Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions	111
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis	104
An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications	104
A Review on Kalman Filter Models	102
From Photonic Crystals to Seismic Metamaterials: A Review via Phononic Crystals and Acoustic Metamaterials	92
Advances in Computational Intelligence of Polymer Composite Materials: Machine Learning Assisted Modeling, Analysis and Design	87
Review of Machine Learning Techniques for EEG Based Brain Computer Interface	86
Survey on Machine Learning in Speech Emotion Recognition and Vision Systems Using a Recurrent Neural Network (RNN)	86
A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future	84
UAV Path Planning Using Optimization Approaches: A Survey	84
Big Data Analytics in Weather Forecasting: A Systematic Review	82
Theories and Applications of CFD–DEM Coupling Approach for Granular Flow: A Review	82
25 Years of Particle Swarm Optimization: Flourishing Voyage of Two Decades	78
Artificial Intelligence, Machine Learning, and Deep Learning in Structural Engineering: A Scientometrics Review of Trends and Best Practices	77
Slime Mould Algorithm: A Comprehensive Survey of Its Variants and Applications	77
A Comprehensive Overview of Image Enhancement Techniques	76
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils	75
Dynamic Load Identification for Mechanical Systems: A Review	75

A Review of Multi-objective Optimization: Methods and Algorithms in Mechanical Engineering Problems	74
Eighty Years of the Finite Element Method: Birth, Evolution, and Future	73
Emerging Trends in Machine Learning to Predict Crop Yield and Study Its Influential Factors: A Survey	73
A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems	73
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations	68
A State-of-the-Art Review on Machine Learning-Based Multiscale Modeling, Simulation, Homogenization and Design of Materials	68
Optimization of Thermal and Structural Design in Lithium-Ion Batteries to Obtain Energy Efficient Battery Thermal Management System (BTMS): A Critical Review	64
A Systematic Review on Metaheuristic Optimization Techniques for Feature Selections in Disease Diagnosis: Open Issues and Challenges	64
Security Threats, Defense Mechanisms, Challenges, and Future Directions in Cloud Computing	63
Selection of Renewable Energy Alternatives for Green Blockchain Investments: A Hybrid IT2-based Fuzzy Modelling	60
A Review on SAR Image and its Despeckling	60
Advanced Metaheuristic Techniques for Mechanical Design Problems: Review	60
Exploring the Domain of Interpretive Structural Modelling (ISM) for Sustainable Future Panorama: A Bibliometric and Content Analysis	59
A Comparative Review of XFEM, Mixed FEM and Phase-Field Models for Quasi-brittle Cracking	59
Accelerating Large-scale Topology Optimization: State-of-the-Art and Challenges	59
Weather Forecasting for Renewable Energy System: A Review	56
Self-supervised Learning: A Succinct Review	56
Advances in Spotted Hyena Optimizer: A Comprehensive Survey	56
Comparative Performance of Twelve Metaheuristics for Wind Farm Layout Optimisation	54
On the Modeling and Simulation of SLM and SLS for Metal and Polymer Powders: A Review	52
Review of Vehicle Routing Problems: Models, Classification and Solving Algorithms	52
A Scoping Review on the Applications of MCDM Techniques for Parametric Optimization of Machining Processes	52
Machine Learning for Smart Agriculture and Precision Farming: Towards Making the Fields Talk	52
Thirty Years of the Finite Volume Method for Solid Mechanics	51
Advances in Tree Seed Algorithm: A Comprehensive Survey	50
A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives	50
A Comprehensive Survey on Security Challenges in Different Network Layers in Cloud Computing	50
Review of ML and AutoML Solutions to Forecast Time-Series Data	50
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization	50
Machine Learning and Deep Learning Based Computational Approaches in Automatic Microorganisms Image Recognition: Methodologies, Challenges, and Developments	50
Application of Artificial Neural Network for Internal Combustion Engines: A State of the Art Review	50
On the Analyses of Medical Images Using Traditional Machine Learning Techniques and Convolutional Neural Networks	49
Harris Hawks Optimization Algorithm: Variants and Applications	48
Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art	48
Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis	46
A Review on ANN Based Model for Solar Radiation and Wind Speed Prediction with Real-Time Data	46
Image Segmentation Techniques: Statistical, Comprehensive, Semi-Automated Analysis and an Application Perspective Analysis of Mathematical Expressions	44
A Review on the Size-Dependent Models of Micro-beam and Micro-plate Based on the Modified Couple Stress Theory	44
Hybrid Meta-Heuristic Algorithms for Optimal Sizing of Hybrid Renewable Energy System: A Review of the State-of-the-Art	44
Computational Techniques and Tools for Omics Data Analysis: State-of-the-Art, Challenges, and Future Directions	43
A Comprehensive Survey on Brain Tumor Diagnosis Using Deep Learning and Emerging Hybrid Techniques with Multi-modal MR Image	43
Review of Quantum Image Processing	43
A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis	42
A Review on the 40 Years of Existence of Data Envelopment Analysis Models: Historic Development and Current Trends	41
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization	41
A Comprehensive Review of Recent Strategies on Automatic Generation Control/Load Frequency Control in Power Systems	41
Review and State of Art of Fog Computing	41
Food Adulteration Detection using Artificial Intelligence: A Systematic Review	40
Deep Transfer Learning Approaches to Predict Glaucoma, Cataract, Choroidal Neovascularization, Diabetic Macular Edema, DRUSEN and Healthy Eyes: An Experimental Review	40
A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms	39

A Review on Applications of CFD Modeling in COVID-19 Pandemic	39
State-of-the-Art Survey of Quantum Cryptography	39
The Role of Machine Learning in Tribology: A Systematic Review	39
Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches	39
Big Data Processing and Analysis in Internet of Vehicles: Architecture, Taxonomy, and Open Research Challenges	38
A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson’s Disease	38
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning	37
Computational Techniques Based on Artificial Intelligence for Extracting Optimal Parameters of PEMFCs: Survey and Insights	37
Using Machine Learning to Predict the Sentiment of Online Reviews: A New Framework for Comparative Analysis	37
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior	36
A Review on Computation Methods Used in Photoplethysmography Signal Analysis for Heart Rate Estimation	36
2D-to-3D: A Review for Computational 3D Image Reconstruction from X-ray Images	36
A Review of Available Theories and Methodologies for the Analysis of Nano Isotropic, Nano Functionally Graded, and CNT Reinforced Nanocomposite Structures	35
A Review on Sound Source Localization Systems	35
Artificial Intelligence Techniques to Predict the Airway Disorders Illness: A Systematic Review	35
A Systematic Review on Biomarker Identification for Cancer Diagnosis and Prognosis in Multi-omics: From Computational Needs to Machine Learning and Deep Learning	34
Bibliometric Survey for Adoption of Building Information Modeling (BIM) in Construction Industry– A Safety Perspective	34
Machine Learning-Based Modelling of Soil Properties for Geotechnical Design: Review, Tool Development and Comparison	34
Single Image Defogging using Deep Learning Techniques: Past, Present and Future	34
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives	34
Efficient Initialization Methods for Population-Based Metaheuristic Algorithms: A Comparative Study	33
A Review of Deep Transfer Learning Approaches for Class-Wise Prediction of Alzheimer’s Disease Using MRI Images	33
Augmented Reality: A Comprehensive Review	33
Computational Methods of Erosion Wear in Centrifugal Pump: A State-of-the-Art Review	33
Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains	33
3D Face Reconstruction in Deep Learning Era: A Survey	33
A Review on Computational Methods for Denoising and Detecting ECG Signals to Detect Cardiovascular Diseases	32
A Survey of Bayesian Calibration and Physics-informed Neural Networks in Scientific Modeling	32
Artificial Intelligence Techniques for Predictive Modeling of Vector-Borne Diseases and its Pathogens: A Systematic Review	31
Deep Reinforcement Learning Techniques in Diversified Domains: A Survey	31
A Comprehensive Review of Artificial Intelligence and Wind Energy	30
Integration of BIM and GIS for Construction Automation, a Systematic Literature Review (SLR) Combining Bibliometric and Qualitative Analysis	30
A Comprehensive Review on Analysis and Implementation of Recent Image Dehazing Methods	30
Mental Health Analysis in Social Media Posts: A Survey	30
The Role of Artificial Neural Networks in Prediction of Mechanical and Tribological Properties of Composites—A Comprehensive Review	30
Review of Various Image Fusion Algorithms and Image Fusion Performance Metric	29
A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection	29
Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation	29
A Systematic Review on Physiological-Based Biometric Recognition Systems: Current and Future Trends	29
Optimization of Load-Carrying Hierarchical Stiffened Shells: Comparative Survey and Applications of Six Hybrid Heuristic Models	29
Moth Flame Optimization: Theory, Modifications, Hybridizations, and Applications	28
Review of the High-Order TENO Schemes for Compressible Gas Dynamics and Turbulence	27
Application of Bio and Nature-Inspired Algorithms in Agricultural Engineering	27
A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis	27
A Comprehensive Study on Computational Pansharpening Techniques for Remote Sensing Images	27
Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review	27
Energy-Efficient Routing in Wireless Sensor Networks: A Meta-heuristic and Artificial Intelligence-based Approach: A Comprehensive Review	26
A Review on the Computational Methods of Power System Stabilizer for Damping Power Network Oscillations	26
Application of Structural Control Systems for the Cables of Cable-Stayed Bridges: State-of-the-Art and State-of-the-Practice	26
A Systematic Review on Breast Cancer Detection Using Deep Learning Techniques	26
Automated Bacterial Classifications Using Machine Learning Based Computational Techniques: Architectures, Challenges and Open Research Issues	26
State-of-the-Art Review of Machine Learning Applications in Additive Manufacturing; from Design to Manufacturing and Property Control	26
Code Smells Detection and Visualization: A Systematic Literature Review	26
A Comparative Study of State-of-the-art Metaheuristics for Solving Many-objective Optimization Problems of Fixed Wing Unmanned Aerial Vehicle Conceptual Design	26
Convolutional Neural Networks-An Extensive arena of Deep Learning. A Comprehensive Study	25
Hybridisable Discontinuous Galerkin Formulation of Compressible Flows	25
A Review on Automated Cancer Detection in Medical Images using Machine Learning and Deep Learning based Computational Techniques: Challenges and Opportunities	25
An Investigational Approach for the Prediction of Gastric Cancer Using Artificial Intelligence Techniques: A Systematic Review	25
Gradient-Based Optimizer (GBO): A Review, Theory, Variants, and Applications	25
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	25
A Survey Towards Decision Support System on Smart Irrigation Scheduling Using Machine Learning approaches	24
A Systematic Review of Computational Image Steganography Approaches	24
Merits and Limitations of Mathematical Modeling and Computational Simulations in Mitigation of COVID-19 Pandemic: A Comprehensive Review	24
A Review of the Digital Implementation of Continuous-Time Fractional-Order Chaotic Systems Using FPGAs and Embedded Hardware	24
A Systematic Review on Diabetic Retinopathy Detection Using Deep Learning Techniques	24
A Systematic Literature Review of Blockchain Technology for Smart Villages	24
Point Cloud Generation for Meshfree Methods: An Overview	24
Fiber Reinforced Composite Manufacturing With the Aid of Artificial Intelligence – A State-of-the-Art Review	24
The Mosaic of Metaheuristic Algorithms in Structural Optimization	23
A Systematic Survey on CAPTCHA Recognition: Types, Creation and Breaking Techniques	23
Surrogate Models to Predict the Long-Term Compressive Strength of Cement-Based Mortar Modified with Fly Ash	23
A Systematic Review on Generalized Fuzzy Numbers and Its Applications: Past, Present and Future	23
Convolutional Neural Network in Medical Image Analysis: A Review	23
Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions	23
A Comprehensive Study of Cloud Forensics	23
A Systematic Review on Acute Leukemia Detection Using Deep Learning Techniques	22
Artificial Intelligence to Model the Performance of Concrete Mixtures and Elements: A Review	22
Intensive Review of Drones Detection and Tracking: Linear Kalman Filter Versus Nonlinear Regression, an Analysis Case	22
Human-Inspired Optimization Algorithms: Theoretical Foundations, Algorithms, Open-Research Issues and Application for Multi-Level Thresholding	22
State of Art Review on Applications and Mechanism of Self-Healing Materials and Structure	22

A Literature Review and Critical Analysis of Metaheuristics Recently Developed	22
Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges	22
A Systematic Literature Review of Breast Cancer Diagnosis Using Machine Intelligence Techniques	22
Topology Optimization Methods for 3D Structural Problems: A Comparative Study	21
Predicting Water Quality with Artificial Intelligence: A Review of Methods and Applications	21
Application of Soft Computing Models for Simulating Nitrate Contamination in Groundwater: Comprehensive Review, Assessment and Future Opportunities	21
A Comprehensive Survey on Aquila Optimizer	20
On the Modeling of Biomechanical Systems for Human Movement Analysis: A Narrative Review	20
Assessing the Spatio-temporal Spread of COVID-19 via Compartmental Models with Diffusion in Italy, USA, and Brazil	20
State-of-the-Art Reviews of Meta-Heuristic Algorithms with Their Novel Proposal for Unconstrained Optimization and Applications	20
Recent Development in Advance Ceramic Materials and Understanding the Mechanisms of Thermal Barrier Coatings Degradation	20
Appositeness of Optimized and Reliable Machine Learning for Healthcare: A Survey	20
Stability and Conditioning of Immersed Finite Element Methods: Analysis and Remedies	20
Marine Predators Algorithm: A Review	19
Computational Modelling and Experimental Challenges of Linear and Nonlinear Analysis of Porous Graded Structure: A Comprehensive Review	19
Nature-Inspired Optimization Algorithms in Solving Partial Shading Problems: A Systematic Review	19
BIM and Semantic Enrichment Methods and Applications: A Review of Recent Developments	19
Bayesian Inversion with Open-Source Codes for Various One-Dimensional Model Problems in Computational Mechanics	19
On the Mathematical Models and Applications of Swarm Intelligent Optimization Algorithms	19
A Comprehensive Survey on Arithmetic Optimization Algorithm	19