Archives of Computational Methods in Engineering

Article	Citations
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review	242
Machine Learning Algorithms in Civil Structural Health Monitoring: A Systematic Review	186
Computer Vision Techniques in Construction: A Critical Review	168
Image Fusion Techniques: A Survey	154
RETRACTED ARTICLE: A Review and State of Art of Internet of Things (IoT)	151
A Review on Machine Learning and Deep Learning Perspectives of IDS for IoT: Recent Updates, Security Issues, and Challenges	128
A Survey of Learning-Based Intelligent Optimization Algorithms	124
A Comparative Study of Metaheuristic Algorithms for Reliability-Based Design Optimization Problems	121
A Systematic Review of Hidden Markov Models and Their Applications	108
Ant Lion Optimizer: A Comprehensive Survey of Its Variants and Applications	107
Advances in Sparrow Search Algorithm: A Comprehensive Survey	104
The Revolution of Blockchain: State-of-the-Art and Research Challenges	103
State-of-the-Art and Comparative Review of Adaptive Sampling Methods for Kriging	102
Computer Vision Models in Intelligent Aquaculture with Emphasis on Fish Detection and Behavior Analysis: A Review	91
Machine Learning and Deep Learning Based Computational Techniques in Automatic Agricultural Diseases Detection: Methodologies, Applications, and Challenges	86
An Intensive and Comprehensive Overview of JAYA Algorithm, its Versions and Applications	84
Methodological-Technological Framework for Construction 4.0	82
A State of the Art Review of the Particle Finite Element Method (PFEM)	80
Review on Machine Learning Algorithm Based Fault Detection in Induction Motors	79
Performance Assessment of Concrete and Steel Material Models in LS-DYNA for Enhanced Numerical Simulation, A State of the Art Review	76
A Review of Hydraulic Fracturing Simulation	75
Latest Advancements in Heat Transfer Enhancement in the Micro-channel Heat Sinks: A Review	75
A Systematic Review on Firefly Algorithm: Past, Present, and Future	74
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis	72
The Number of Confirmed Cases of Covid-19 by using Machine Learning: Methods and Challenges	68

Histogram Equalization Variants as Optimization Problems: A Review	66
State-of-the-Art Review on Responses of RC Structures Subjected to Lateral Impact Loads	65
Recent Trends in Prediction of Concrete Elements Behavior Using Soft Computing (2010–2020)	65
Theories and Applications of CFD–DEM Coupling Approach for Granular Flow: A Review	64
Breast Cancer Detection, Segmentation and Classification on Histopathology Images Analysis: A Systematic Review	63
From Photonic Crystals to Seismic Metamaterials: A Review via Phononic Crystals and Acoustic Metamaterials	63
A Comparative Study of Recent Multi-objective Metaheuristics for Solving Constrained Truss Optimisation Problems	62
Review of Machine Learning Techniques for EEG Based Brain Computer Interface	62
Advanced Metaheuristic Techniques for Mechanical Design Problems: Review	60
Big Data Analytics in Weather Forecasting: A Systematic Review	60
Advances in Computational Intelligence of Polymer Composite Materials: Machine Learning Assisted Modeling, Analysis and Design	59
Integrating BIM and AI for Smart Construction Management: Current Status and Future Directions	56
A Comprehensive Survey on Portfolio Optimization, Stock Price and Trend Prediction Using Particle Swarm Optimization	54
Emerging Trends in Machine Learning to Predict Crop Yield and Study Its Influential Factors: A Survey	52
Accelerating Large-scale Topology Optimization: State-of-the-Art and Challenges	51
Slime Mould Algorithm: A Comprehensive Survey of Its Variants and Applications	51
Advances in Spotted Hyena Optimizer: A Comprehensive Survey	51
What is at the Root of Construction 4.0: A Systematic Review of the Recent Research Effort	50
Selection of Renewable Energy Alternatives for Green Blockchain Investments: A Hybrid IT2-based Fuzzy Modelling	50
State-of-the-Art Review of Machine Learning Applications in Constitutive Modeling of Soils	50
UAV Path Planning Using Optimization Approaches: A Survey	49
A Review on the Effectiveness of Machine Learning and Deep Learning Algorithms for Cyber Security	49
Survey on Machine Learning in Speech Emotion Recognition and Vision Systems Using a Recurrent Neural Network (RNN)	49
A Review Approach for Sound Propagation Prediction of Plate Constructions	47
Exploring the Domain of Interpretive Structural Modelling (ISM) for Sustainable Future Panorama: A Bibliometric and Content Analysis	47
A Review of Multi-objective Optimization: Methods and Algorithms in Mechanical Engineering Problems	46
Optimization of Thermal and Structural Design in Lithium-Ion Batteries to Obtain Energy Efficient Battery Thermal Management System (BTMS): A Critical Review	44
A Comprehensive Review on Multi-objective Optimization Techniques: Past, Present and Future	44
A Review on SAR Image and its Despeckling	44
Advances in Tree Seed Algorithm: A Comprehensive Survey	43
Eighty Years of the Finite Element Method: Birth, Evolution, and Future	43
A Comprehensive Overview of Image Enhancement Techniques	43
Comparative Performance of Twelve Metaheuristics for Wind Farm Layout Optimisation	42
Dynamic Load Identification for Mechanical Systems: A Review	42
Security Threats, Defense Mechanisms, Challenges, and Future Directions in Cloud Computing	41
Artificial Intelligence, Machine Learning, and Deep Learning in Structural Engineering: A Scientometrics Review of Trends and Best Practices	41
A Critical Review of Blast Wave Parameters and Approaches for Blast Load Mitigation	41
Review of Vehicle Routing Problems: Models, Classification and Solving Algorithms	41
Particle Swarm Optimization Variants for Solving Geotechnical Problems: Review and Comparative Analysis	40
A Comparative Review of XFEM, Mixed FEM and Phase-Field Models for Quasi-brittle Cracking	39
A Scoping Review on the Applications of MCDM Techniques for Parametric Optimization of Machining Processes	39
A Review on the Size-Dependent Models of Micro-beam and Micro-plate Based on the Modified Couple Stress Theory	39
A Review on Kalman Filter Models	38
Vehicular Ad Hoc Network (VANET) Localization Techniques: A Survey	38
Application of Artificial Neural Network for Internal Combustion Engines: A State of the Art Review	37
Review of ML and AutoML Solutions to Forecast Time-Series Data	36
Numerical Modeling and Lattice Method for Characterizing Hydraulic Fracture Propagation: A Review of the Numerical, Experimental, and Field Studies	35
A Selection of Benchmark Problems in Solid Mechanics and Applied Mathematics	35
Thirty Years of the Finite Volume Method for Solid Mechanics	35
A Comprehensive Review and Analysis of Operating Room and Surgery Scheduling	35

A Critical Review on Structural Health Monitoring: Definitions, Methods, and Perspectives	34
A Review on Computation Methods Used in Photoplethysmography Signal Analysis for Heart Rate Estimation	34
Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art	34
A Systematic Review on Metaheuristic Optimization Techniques for Feature Selections in Disease Diagnosis: Open Issues and Challenges	34
A Comprehensive Review of Markov Random Field and Conditional Random Field Approaches in Pathology Image Analysis	33
Artificial Intelligence in Materials Modeling and Design	33
Computational Techniques and Tools for Omics Data Analysis: State-of-the-Art, Challenges, and Future Directions	33
Big Data Processing and Analysis in Internet of Vehicles: Architecture, Taxonomy, and Open Research Challenges	33
Using Machine Learning to Predict the Sentiment of Online Reviews: A New Framework for Comparative Analysis	33
Past, Present and Perspective Methodology for Groundwater Modeling-Based Machine Learning Approaches	32
A Review on ANN Based Model for Solar Radiation and Wind Speed Prediction with Real-Time Data	32
State-of-the-Art Survey of Quantum Cryptography	32
Review and State of Art of Fog Computing	32
Measurement and Mitigation of Residual Stress in Wire-Arc Additive Manufacturing: A Review of Macro-Scale Continuum Modelling Approach	32
Weather Forecasting for Renewable Energy System: A Review	32
Machine Learning and Deep Learning Based Computational Approaches in Automatic Microorganisms Image Recognition: Methodologies, Challenges, and Developments	32
25 Years of Particle Swarm Optimization: Flourishing Voyage of Two Decades	31
A State-of-the-Art Review on Machine Learning-Based Multiscale Modeling, Simulation, Homogenization and Design of Materials	31
Deep Transfer Learning Approaches to Predict Glaucoma, Cataract, Choroidal Neovascularization, Diabetic Macular Edema, DRUSEN and Healthy Eyes: An Experimental Review	31
Toward Smart Logistics: Engineering Insights and Emerging Trends	31
A Review of Available Theories and Methodologies for the Analysis of Nano Isotropic, Nano Functionally Graded, and CNT Reinforced Nanocomposite Structures	31
A Review on Applications of CFD Modeling in COVID-19 Pandemic	30
Flow Damping Devices in Tuned Liquid Damper for Structural Vibration Control: A Review	30
A Comprehensive Survey on Security Challenges in Different Network Layers in Cloud Computing	30
Integration of BIM and GIS for Construction Automation, a Systematic Literature Review (SLR) Combining Bibliometric and Qualitative Analysis	30
On the Modeling and Simulation of SLM and SLS for Metal and Polymer Powders: A Review	29
Review of Quantum Image Processing	28
Machine Learning for Smart Agriculture and Precision Farming: Towards Making the Fields Talk	28
Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation	28
Optimization of Load-Carrying Hierarchical Stiffened Shells: Comparative Survey and Applications of Six Hybrid Heuristic Models	28
Bibliometric Survey for Adoption of Building Information Modeling (BIM) in Construction Industry– A Safety Perspective	28
A Survey of Bayesian Calibration and Physics-informed Neural Networks in Scientific Modeling	28
A Comprehensive Study of Reversible Data Hiding (RDH) Schemes Based on Pixel Value Ordering (PVO)	28
Computational Methods of Erosion Wear in Centrifugal Pump: A State-of-the-Art Review	28
A Review of Reservoir Operation Optimisations: from Traditional Models to Metaheuristic Algorithms	28
Food Adulteration Detection using Artificial Intelligence: A Systematic Review	27
A Systematic Review on Biomarker Identification for Cancer Diagnosis and Prognosis in Multi-omics: From Computational Needs to Machine Learning and Deep Learning	26
A Review of Recent Trends and Challenges in Computational Modeling of Paper and Paperboard at Different Scales	26
VANETs Cloud: Architecture, Applications, Challenges, and Issues	26
Single Image Defogging using Deep Learning Techniques: Past, Present and Future	26
A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson’s Disease	26
A Comprehensive Review of Artificial Intelligence and Wind Energy	25
Artificial Intelligence Techniques to Predict the Airway Disorders Illness: A Systematic Review	25
A Review on the 40 Years of Existence of Data Envelopment Analysis Models: Historic Development and Current Trends	25
Review and Recent Developments on the Perfectly Matched Layer (PML) Method for the Numerical Modeling and Simulation of Elastic Wave Propagation in Unbounded Domains	25
A Study on Source Device Attribution Using Still Images	24
3D Face Reconstruction in Deep Learning Era: A Survey	24
A Comprehensive Review of Recent Strategies on Automatic Generation Control/Load Frequency Control in Power Systems	24
Stochastic Oblique Impact on Composite Laminates: A Concise Review and Characterization of the Essence of Hybrid Machine Learning Algorithms	24
Hybrid Meta-Heuristic Algorithms for Optimal Sizing of Hybrid Renewable Energy System: A Review of the State-of-the-Art	24
Unified Framework and Survey for Model Verification, Validation and Uncertainty Quantification	24
A Systematic Review of Applications of Machine Learning in Cancer Prediction and Diagnosis	23
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization	23
Harris Hawks Optimization Algorithm: Variants and Applications	23
A Systematic Literature Review of Blockchain Technology for Smart Villages	23
A Systematic Review on Physiological-Based Biometric Recognition Systems: Current and Future Trends	23
Merits and Limitations of Mathematical Modeling and Computational Simulations in Mitigation of COVID-19 Pandemic: A Comprehensive Review	22
A Review on the Computational Methods of Power System Stabilizer for Damping Power Network Oscillations	22
An Investigational Approach for the Prediction of Gastric Cancer Using Artificial Intelligence Techniques: A Systematic Review	22
Computational Techniques Based on Artificial Intelligence for Extracting Optimal Parameters of PEMFCs: Survey and Insights	22
A Systematic Review on Breast Cancer Detection Using Deep Learning Techniques	22
The Role of Machine Learning in Tribology: A Systematic Review	22
Review of Various Image Fusion Algorithms and Image Fusion Performance Metric	22
The Role of Artificial Neural Networks in Prediction of Mechanical and Tribological Properties of Composites—A Comprehensive Review	22
Machine Learning-Based Modelling of Soil Properties for Geotechnical Design: Review, Tool Development and Comparison	21
2D-to-3D: A Review for Computational 3D Image Reconstruction from X-ray Images	21
Artificial Intelligence Techniques for Predictive Modeling of Vector-Borne Diseases and its Pathogens: A Systematic Review	21
A Review on Fault Diagnosis and Condition Monitoring of Gearboxes by Using AE Technique	21
A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection	21
Deep Reinforcement Learning Techniques in Diversified Domains: A Survey	21
A Review on Sound Source Localization Systems	21
Image Segmentation Techniques: Statistical, Comprehensive, Semi-Automated Analysis and an Application Perspective Analysis of Mathematical Expressions	20
Surrogate Models to Predict the Long-Term Compressive Strength of Cement-Based Mortar Modified with Fly Ash	20
A Comprehensive Study on Computational Pansharpening Techniques for Remote Sensing Images	20
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior	20
A Review on Computational Methods for Denoising and Detecting ECG Signals to Detect Cardiovascular Diseases	19
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations	19
On the Analyses of Medical Images Using Traditional Machine Learning Techniques and Convolutional Neural Networks	19
A Comprehensive Survey on Brain Tumor Diagnosis Using Deep Learning and Emerging Hybrid Techniques with Multi-modal MR Image	19
Application of Soft Computing Models for Simulating Nitrate Contamination in Groundwater: Comprehensive Review, Assessment and Future Opportunities	19

Application of Structural Control Systems for the Cables of Cable-Stayed Bridges: State-of-the-Art and State-of-the-Practice	19
New Trends in Ensemble Forecast Strategy: Uncertainty Quantification for Coarse-Grid Computational Fluid Dynamics	19
State-of-the-Art Review of Machine Learning Applications in Additive Manufacturing; from Design to Manufacturing and Property Control	19
A Systematic Review of the Techniques for the Automatic Segmentation of Organs-at-Risk in Thoracic Computed Tomography Images	19
Self-supervised Learning: A Succinct Review	18
A Comprehensive Review on Analysis and Implementation of Recent Image Dehazing Methods	18
Automated Bacterial Classifications Using Machine Learning Based Computational Techniques: Architectures, Challenges and Open Research Issues	18
Mental Health Analysis in Social Media Posts: A Survey	18
Efficient Initialization Methods for Population-Based Metaheuristic Algorithms: A Comparative Study	18
A Review of Recent Progress in Molecular Dynamics and Coarse-Grain Simulations Assisted Understanding of Wettability	18
Code Smells Detection and Visualization: A Systematic Literature Review	18
Assessing the Spatio-temporal Spread of COVID-19 via Compartmental Models with Diffusion in Italy, USA, and Brazil	18
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization	18
Progress in Modeling Wetting Phenomena on Structured Substrates	17
Finite Element Modeling of Soil Structure Interaction System with Interface: A Review	17
A Comprehensive Study of Cloud Forensics	17
The Critical Role of Lumped Parameter Models in Patient-Specific Cardiovascular Simulations	17
Convolutional Neural Networks-An Extensive arena of Deep Learning. A Comprehensive Study	17
Review of Recent Trends in Optimization Techniques for Hybrid Renewable Energy System	17
Fiber Reinforced Composite Manufacturing With the Aid of Artificial Intelligence – A State-of-the-Art Review	17
Toward Predictive RANS and SRS Computations of Turbulent External Flows of Practical Interest	17
A Systematic Literature Review of Breast Cancer Diagnosis Using Machine Intelligence Techniques	17
Appositeness of Optimized and Reliable Machine Learning for Healthcare: A Survey	17
State of Art Review on Applications and Mechanism of Self-Healing Materials and Structure	16
The Role of Machine Learning Algorithms in Materials Science: A State of Art Review on Industry 4.0	16
A Systematic Review on Acute Leukemia Detection Using Deep Learning Techniques	16
The Mosaic of Metaheuristic Algorithms in Structural Optimization	16
A Comprehensive Survey on Aquila Optimizer	16
A Systematic Survey on CAPTCHA Recognition: Types, Creation and Breaking Techniques	16
A Review on Automated Cancer Detection in Medical Images using Machine Learning and Deep Learning based Computational Techniques: Challenges and Opportunities	16
A Survey Towards Decision Support System on Smart Irrigation Scheduling Using Machine Learning approaches	16
A Systematic Review of Computational Image Steganography Approaches	16
Review of the Methods of Transition from Partial to Ordinary Differential Equations: From Macro- to Nano-structural Dynamics	15
Application of Bio and Nature-Inspired Algorithms in Agricultural Engineering	15
Hybridisable Discontinuous Galerkin Formulation of Compressible Flows	15
A Review of Deep Transfer Learning Approaches for Class-Wise Prediction of Alzheimer’s Disease Using MRI Images	15
A Review of Metaheuristic Algorithms for Optimizing 3D Well-Path Designs	15
Differential Evolution and Its Applications in Image Processing Problems: A Comprehensive Review	15
A Survey and Analysis on Automated Glioma Brain Tumor Segmentation and Overall Patient Survival Prediction	15
Augmented Reality: A Comprehensive Review	15
A Systematic Review on Bat Algorithm: Theoretical Foundation, Variants, and Applications	15
State-of-the-Art Reviews of Meta-Heuristic Algorithms with Their Novel Proposal for Unconstrained Optimization and Applications	15
Developments in Perturb and Observe Algorithm for Maximum Power Point Tracking in Photo Voltaic Panel: A Review	15
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning	14
A Review of the State-of-the-Art Emission Control Strategies in Modern Diesel Engines	14
Moth Flame Optimization: Theory, Modifications, Hybridizations, and Applications	14
Survey on Wireless Network Security	14
Machine Learning Methods for Diagnosis of Eye-Related Diseases: A Systematic Review Study Based on Ophthalmic Imaging Modalities	14
A Technical Survey on Intelligent Optimization Grouping Algorithms for Finite State Automata in Deep Packet Inspection	14
Computational Models and Simulations of Cancer Metastasis	14
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	14
Topology Optimization Methods for 3D Structural Problems: A Comparative Study	14
COVID-19-The Role of Artificial Intelligence, Machine Learning, and Deep Learning: A Newfangled	14
BIM and Semantic Enrichment Methods and Applications: A Review of Recent Developments	14
A Review of the Digital Implementation of Continuous-Time Fractional-Order Chaotic Systems Using FPGAs and Embedded Hardware	14
Uncertainty-Based Analysis of Random Load Signal and Fatigue Life for Mechanical Structures	14
Bayesian Inversion with Open-Source Codes for Various One-Dimensional Model Problems in Computational Mechanics	14
Nature-Inspired Optimization Algorithms in Solving Partial Shading Problems: A Systematic Review	14
Beyond the Tuned Mass Damper: a Comparative Study of Passive Approaches to Vibration Absorption Through Antiresonance Assignment	14
Global Sensitivity Analysis of the Static Performance of Concrete Gravity Dam from the Viewpoint of Structural Health Monitoring	14
Point Cloud Generation for Meshfree Methods: An Overview	14
A Review on Thermo-mechanical Modelling of Arch Dams During Construction and Operation: Effect of the Reference Temperature on the Stress Field	13
A Digital-Twin and Machine-Learning Framework for Ventilation System Optimization for Capturing Infectious Disease Respiratory Emissions	13
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives	13
Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges	13
A Systematic Review on Generalized Fuzzy Numbers and Its Applications: Past, Present and Future	13
State-of-the-Art of Vibration Analysis of Small-Sized Structures by using Nonclassical Continuum Theories of Elasticity	13
A Comprehensive Survey on the Recent Variants and Applications of Membrane-Inspired Evolutionary Algorithms	13
Artificial Intelligence to Model the Performance of Concrete Mixtures and Elements: A Review	13
A Critical Review of Forcing Schemes in Lattice Boltzmann Method: 1993–2019	13
A Comparative Analysis of Deep Learning Approaches for Predicting Breast Cancer Survivability	13
A Comprehensive Review on Deep Synergistic Drug Prediction Techniques for Cancer	13
Using Metaheuristics Algorithms (MHAs) to Optimize Water Supply Operation in Reservoirs: a Review	12
Computational Modelling and Experimental Challenges of Linear and Nonlinear Analysis of Porous Graded Structure: A Comprehensive Review	12
Review of Level Set in Image Segmentation	12
Review of the High-Order TENO Schemes for Compressible Gas Dynamics and Turbulence	12
A Literature Review of Early-Stage Diabetic Retinopathy Detection Using Deep Learning and Evolutionary Computing Techniques	12
A Comprehensive Survey on Arithmetic Optimization Algorithm	12
Qualitative and Quantitative Performance Comparison of Recent Optimization Algorithms for Economic Optimization of the Heat Exchangers	12
A Comparative Study of State-of-the-art Metaheuristics for Solving Many-objective Optimization Problems of Fixed Wing Unmanned Aerial Vehicle Conceptual Design	12
An Analytical Review on Rough Set Based Image Clustering	12
An Insight on NURBS Based Isogeometric Analysis, Its Current Status and Involvement in Mechanical Applications	12
Simulation-Based Analysis of Appointment Scheduling System in Healthcare Services: A Critical Review	12
Gradient-Based Optimizer (GBO): A Review, Theory, Variants, and Applications	12
Knowledge Extraction and Discovery Based on BIM: A Critical Review and Future Directions	12
A Review on the Developments of Peridynamics for Reinforced Concrete Structures	12
A Comprehensive Analysis of Artificial Intelligence Techniques for the Prediction and Prognosis of Genetic Disorders Using Various Gene Disorders	12
Correction to: Big Data Analytics in Weather Forecasting: A Systematic Review	12
Human-Inspired Optimization Algorithms: Theoretical Foundations, Algorithms, Open-Research Issues and Application for Multi-Level Thresholding	12
Predictive Monitoring of Incipient Faults in Rotating Machinery: A Systematic Review from Data Acquisition to Artificial Intelligence	12
A Comparative Analysis of Hybrid Computational Models Constructed with Swarm Intelligence Algorithms for Estimating Soil Compression Index	12
Soft Computing Methods for Attaining the Protective Device Coordination Including Renewable Energies: Review and Prospective	12
A Multi-agent Based Evacuation Planning for Disaster Management: A Narrative Review	12
A Comparative Review of Recent Advances in Decoding Algorithms for Low-Density Parity-Check (LDPC) Codes and Their Applications	12
High-Fidelity Simulation of Pathogen Propagation, Transmission and Mitigation in the Built Environment	12