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RETRACTED ARTICLE: A Review and State of Art of Internet of Things (IoT)	211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
An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications	104
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis	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
UAV Path Planning Using Optimization Approaches: A Survey	84
A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future	84
Theories and Applications of CFD–DEM Coupling Approach for Granular Flow: A Review	82
Big Data Analytics in Weather Forecasting: A Systematic Review	82
25 Years of Particle Swarm Optimization: Flourishing Voyage of Two Decades	78
Slime Mould Algorithm: A Comprehensive Survey of Its Variants and Applications	77
Artificial Intelligence, Machine Learning, and Deep Learning in Structural Engineering: A Scientometrics Review of Trends and Best Practices	77
A Comprehensive Overview of Image Enhancement Techniques	76
Dynamic Load Identification for Mechanical Systems: A Review	75
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils	75

A Review of Multi-objective Optimization: Methods and Algorithms in Mechanical Engineering Problems	74
A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems	73
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 State-of-the-Art Review on Machine Learning-Based Multiscale Modeling, Simulation, Homogenization and Design of Materials	68
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations	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
Advanced Metaheuristic Techniques for Mechanical Design Problems: Review	60
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
Accelerating Large-scale Topology Optimization: State-of-the-Art and Challenges	59
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
Self-supervised Learning: A Succinct Review	56
Advances in Spotted Hyena Optimizer: A Comprehensive Survey	56
Weather Forecasting for Renewable Energy System: A Review	56
Comparative Performance of Twelve Metaheuristics for Wind Farm Layout Optimisation	54
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
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
Thirty Years of the Finite Volume Method for Solid Mechanics	51
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
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
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
A Review on ANN Based Model for Solar Radiation and Wind Speed Prediction with Real-Time Data	46
Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis	46
Hybrid Meta-Heuristic Algorithms for Optimal Sizing of Hybrid Renewable Energy System: A Review of the State-of-the-Art	44
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
Review of Quantum Image Processing	43
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
A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis	42
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
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
Deep Transfer Learning Approaches to Predict Glaucoma, Cataract, Choroidal Neovascularization, Diabetic Macular Edema, DRUSEN and Healthy Eyes: An Experimental Review	40
Food Adulteration Detection using Artificial Intelligence: A Systematic Review	40
The Role of Machine Learning in Tribology: A Systematic Review	39

Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches	39
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
A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson’s Disease	38
Big Data Processing and Analysis in Internet of Vehicles: Architecture, Taxonomy, and Open Research Challenges	38
Using Machine Learning to Predict the Sentiment of Online Reviews: A New Framework for Comparative Analysis	37
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
2D-to-3D: A Review for Computational 3D Image Reconstruction from X-ray Images	36
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
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
Single Image Defogging using Deep Learning Techniques: Past, Present and Future	34
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives	34
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
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
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
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
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 Literature Review of Breast Cancer Diagnosis Using Machine Intelligence Techniques	22
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
Application of Soft Computing Models for Simulating Nitrate Contamination in Groundwater: Comprehensive Review, Assessment and Future Opportunities	21
Topology Optimization Methods for 3D Structural Problems: A Comparative Study	21
Predicting Water Quality with Artificial Intelligence: A Review of Methods and Applications	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
A Review of Recent Progress in Molecular Dynamics and Coarse-Grain Simulations Assisted Understanding of Wettability	18
Computational Models and Simulations of Cancer Metastasis	18
A Review on Finite-Element Simulation of Fibre Metal Laminates	18
COVID-19-The Role of Artificial Intelligence, Machine Learning, and Deep Learning: A Newfangled	18
A Comprehensive Review on Deep Synergistic Drug Prediction Techniques for Cancer	18
An Insight on NURBS Based Isogeometric Analysis, Its Current Status and Involvement in Mechanical Applications	18
Review of the Methods of Transition from Partial to Ordinary Differential Equations: From Macro- to Nano-structural Dynamics	18
Survey on Wireless Network Security	18
A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction	18
Advanced Signal Processing Methods for Condition Monitoring	18
Beyond the Tuned Mass Damper: a Comparative Study of Passive Approaches to Vibration Absorption Through Antiresonance Assignment	18
A Digital-Twin and Machine-Learning Framework for Ventilation System Optimization for Capturing Infectious Disease Respiratory Emissions	18
An Inclusive Survey on Marine Predators Algorithm: Variants and Applications	18
A Literature Review of Early-Stage Diabetic Retinopathy Detection Using Deep Learning and Evolutionary Computing Techniques	17
Simulation-Based Analysis of Appointment Scheduling System in Healthcare Services: A Critical Review	17
Machine learning application in Glioma classification: review and comparison analysis	17
A Systematic Review on Bat Algorithm: Theoretical Foundation, Variants, and Applications	17
Toward Predictive RANS and SRS Computations of Turbulent External Flows of Practical Interest	17
Recent Trends in Wind Energy Conversion System with Grid Integration Based on Soft Computing Methods: Comprehensive Review, Comparisons and Insights	17
Adaptive Computational Solutions to Energy Efficiency in Cloud Computing Environment Using VM Consolidation	17
The Critical Role of Lumped Parameter Models in Patient-Specific Cardiovascular Simulations	17
A Multi-agent Based Evacuation Planning for Disaster Management: A Narrative Review	16
A Comparative Analysis of Deep Learning Approaches for Predicting Breast Cancer Survivability	16
Explainable Methods for Image-Based Deep Learning: A Review	16
Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	16
A Review of Deep Learning Techniques for Crowd Behavior Analysis	16
A Structured Analysis to study the Role of Machine Learning and Deep Learning in The Healthcare Sector with Big Data Analytics	16
A Comprehensive Analysis of Artificial Intelligence Techniques for the Prediction and Prognosis of Genetic Disorders Using Various Gene Disorders	16
Human Activity Recognition (HAR) Using Deep Learning: Review, Methodologies, Progress and Future Research Directions	16
Last Decade in Vehicle Detection and Classification: A Comprehensive Survey	16
Predictive Monitoring of Incipient Faults in Rotating Machinery: A Systematic Review from Data Acquisition to Artificial Intelligence	16
A Scientometrics Review of Soil Properties Prediction Using Soft Computing Approaches	16
Mathematical Foundations of Adaptive Isogeometric Analysis	16
Machine Learning Methods for Diagnosis of Eye-Related Diseases: A Systematic Review Study Based on Ophthalmic Imaging Modalities	16
Applications of Artificial Intelligence in Inventory Management: A Systematic Review of the Literature	16
A Review of the State-of-the-Art Emission Control Strategies in Modern Diesel Engines	16
Recent Versions and Applications of Sparrow Search Algorithm	16
Data-Driven Modeling of Mechanical Properties of Fiber-Reinforced Concrete: A Critical Review	15
State-of-the-Art of Vibration Analysis of Small-Sized Structures by using Nonclassical Continuum Theories of Elasticity	15
A Comprehensive Review on RSM-Coupled Optimization Techniques and Its Applications	15
A Critical Review of Forcing Schemes in Lattice Boltzmann Method: 1993–2019	15
Modeling and Simulation of Sintering Process Across Scales	15
A Comparison of Constraint Handling Techniques on NSGA-II	15
State-of-the-Art Review of Energy-Based Seismic Design Methods	15
Advanced Metaheuristic Algorithms on Solving Multimodal Functions: Experimental Analyses and Performance Evaluations	14
A Review on Prediction and Prognosis of the Prostate Cancer and Gleason Grading of Prostatic Carcinoma Using Deep Transfer Learning Based Approaches	14
Recent Advances in Computational Methodologies for Real-Time Hybrid Simulation of Engineering Structures	14
A Review on the Developments of Peridynamics for Reinforced Concrete Structures	14
Progress of Human Action Recognition Research in the Last Ten Years: A Comprehensive Survey	14
Recent Advances in Butterfly Optimization Algorithm, Its Versions and Applications	14
Soft Computing Methods for Attaining the Protective Device Coordination Including Renewable Energies: Review and Prospective	14
Multi-objective Seismic Design Optimization of Structures: A Review	14
Predicting Sea Level Rise Using Artificial Intelligence: A Review	14
Reptile Search Algorithm: Theory, Variants, Applications, and Performance Evaluation	14
Nature and Biologically Inspired Image Segmentation Techniques	14
Using Metaheuristics Algorithms (MHAs) to Optimize Water Supply Operation in Reservoirs: a Review	14
The Augmented Lagrangian Method as a Framework for Stabilised Methods in Computational Mechanics	14
Extensive Review on the Role of Machine Learning for Multifactorial Genetic Disorders Prediction	14
Emerging Research Fields in Vehicle Routing Problem: A Short Review	14
On the Modeling and Simulation of Variable-Length Pendulum Systems: A Review	14
A Systematic Review on Artificial Intelligence-Based Techniques for Diagnosis of Cardiovascular Arrhythmia Diseases: Challenges and Opportunities	14
Uncertainty-Based Analysis of Random Load Signal and Fatigue Life for Mechanical Structures	14
A Comprehensive Survey on the Recent Variants and Applications of Membrane-Inspired Evolutionary Algorithms	13
Deep Federated Machine Learning-Based Optimization Methods for Liver Tumor Diagnosis: A Review	13
Computational 2D and 3D Medical Image Data Compression Models	13
Comprehensive Review on Various Gas Hydrate Modelling Techniques: Prospects and Challenges	13
Correction to: Big Data Analytics in Weather Forecasting: A Systematic Review	13
Artificial Intelligence Based Methods for Smart and Sustainable Urban Planning: A Systematic Survey	13
Systematic Fitting and Comparison of Hyperelastic Continuum Models for Elastomers	13
Computational Methods to Mitigate the Effect of High Penetration of Renewable Energy Sources on Power System Frequency Regulation: A Comprehensive Review	13
Structural Health Monitoring of Composite Materials	13
A Review of Deep Learning-Based Approaches for Detection and Diagnosis of Diverse Classes of Drugs	13
A Review of Artificial Intelligence to Enhance the Security of Big Data Systems: State-of-Art, Methodologies, Applications, and Challenges	13
A Review of Image-Based Simulation Applications in High-Value Manufacturing	13
High-Fidelity Simulation of Pathogen Propagation, Transmission and Mitigation in the Built Environment	13