Archives of Computational Methods in Engineering

Article	Citations
Cumulative Major Advances in Particle Swarm Optimization from 2018 to the Present: Variants, Analysis and Applications	678
Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges	226
Role of Artificial Intelligence in Early Assessment of Lung Nodules: A Brief Review	184
Development and Advance in Tunnel Structures Subjected to Internal Blast Loads: A Comprehensive Review	145
A Critical Review of a Computational Fluid Dynamics (CFD)-Based Explosion Numerical Analysis of Offshore Facilities	140
Transformative Advances in AI for Precise Cancer Detection: A Comprehensive Review of Non-Invasive Techniques	132
Computational Optimization of Ceramic Waste-Based Concrete Mixtures: A Comprehensive Analysis of Machine Learning Techniques	121
Comprehensive Review on MRI-Based Brain Tumor Segmentation: A Comparative Study from 2017 Onwards	121
Advances in Modeling and Control of Magnetorheological Elastomers for Engineering Applications	116
Computational Modelling and Analysis of Damaged Layered Structure Under Variable Loading/Scale Effect and Performances: A State of Art Review	115
A Review of Recent Progress in Molecular Dynamics and Coarse-Grain Simulations Assisted Understanding of Wettability	113
Reviews, Challenges, and Insights on Computational Methods for Network Reconfigurations in Smart Electricity Distribution Networks	111
Computation and Optimization of BESS in the Modeling of Renewable Energy Based Framework	109
Advancement in Machine Learning: A Strategic Lookout from Cancer Identification to Treatment	105
State-of-the-Art Review of Continuum Mechanics-Based Modelling of Soil Surface Erosion	98
A Comprehensive Review on the Advancement of High-Dimensional Neural Networks in Quaternionic Domain with Relevant Applications	97
Machine Learning and Optimization Algorithms for Vibration, Bending and Buckling Analyses of Composite/Nanocomposite Structures: A Systematic and Comprehensive Review	95
Spectrum of Advancements and Developments in Multidisciplinary Domains for Generative Adversarial Networks (GANs)	94
Bibliometric Survey for Adoption of Building Information Modeling (BIM) in Construction Industry– A Safety Perspective	93
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning	93
A Comprehensive Survey on Security Challenges in Different Network Layers in Cloud Computing	92
Evaluation of Optimization Algorithm for Application Placement Problem in Fog Computing: A Systematic Review	92
Fluid Dynamics Technique in Membrane Bioreactor Systems	90
Computer-Aided Classification of Melanoma: A Comprehensive Survey	87
Correction: Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: A Review	87

Deep Learning Models for Skin Cancer Classification Across Diverse Color Spaces: Comprehensive Analysis	84
A Survey on Genetic Fuzzy Systems	83
Reviews on Load Flow Methods in Electric Distribution Networks	82
Lung Cancer Detection Systems Applied to Medical Images: A State-of-the-Art Survey	80
A Systematic Survey on Segmentation Algorithms for Musculoskeletal Tissues in Ultrasound Imaging	79
Intelligent Materials Improvement Through Artificial Intelligence Approaches: A Systematic Literature Review	77
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	75
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps	73
Differential Evolution: A Survey on Their Operators and Variants	71
Residual-Based Stabilized Reduced-Order Models of the Transient Convection–Diffusion–Reaction Equation Obtained Through Discrete and Continuous Projection	69
A Review of the State-of-the-Art Emission Control Strategies in Modern Diesel Engines	67
Computational Models and Simulations of Cancer Metastasis	66
Metaverse Unveiled: A Comprehensive Analysis of Taxonomy, Applications, and Future Opportunities	66
An Insight on Software Features Supporting Software Transplantation: A Systematic Review	65
A Survey of Artificial Intelligence Applications in Wind Energy Forecasting	64
Diabetic Retinopathy Diagnosis Through Computer-Aided Fundus Image Analysis: A Review	61
A Review of Riemann Solvers for Hypersonic Flows	60
Role of Deep Learning in Classification of Brain MRI Images for Prediction of Disorders: A Survey of Emerging Trends	60
Predictive Monitoring of Incipient Faults in Rotating Machinery: A Systematic Review from Data Acquisition to Artificial Intelligence	60
Revolutionizing Structural Engineering: Applications of Machine Learning for Enhanced Performance and Safety	59
Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective	58
A Critical Review of Moth-Flame Optimization Algorithm and Its Variants: Structural Reviewing, Performance Evaluation, and Statistical Analysis	56
Evolutionary Computation Modelling for Structural Health Monitoring of Critical Infrastructure	56
Correction: Review of Segmentation Methods for Coastline Detection in SAR Images	55
Particle Swarm Optimizer Variants for Multi-level Thresholding: Theory, Performance Enhancement and Evaluation	55
An Insight on NURBS Based Isogeometric Analysis, Its Current Status and Involvement in Mechanical Applications	54
Advances in Discrete Element Modeling of Asphalt Mixture: A Literature Review	53
Model Order Reduction via Moment-Matching: A State of the Art Review	52
Quasi-Newton Methods for Partitioned Simulation of Fluid–Structure Interaction Reviewed in the Generalized Broyden Framework	52
A Comprehensive Review on Computational Techniques for Form Error Evaluation	52
Meta-Health: Learning-to-Learn (Meta-learning) as a Next Generation of Deep Learning Exploring Healthcare Challenges and Solutions for Rare Disorders: A Systematic Analysis	52
On the Analyses of Medical Images Using Traditional Machine Learning Techniques and Convolutional Neural Networks	52
Eagle Strategy in Nature-Inspired Optimization: Theory, Analysis, Applications, and Comparative Study	50
An In Silico-Based Investigation on Anisotropic Hyperelastic Constitutive Models for Soft Biological Tissues	50
Advances in Computational Intelligence of Polymer Composite Materials: Machine Learning Assisted Modeling, Analysis and Design	50
A Comprehensive Analysis of Artificial Intelligence Techniques for the Prediction and Prognosis of Lifestyle Diseases	50
A Review on Computational Methods for Breast Cancer Detection in Ultrasound Images Using Multi-Image Modalities	49
Fiber Reinforced Composite Manufacturing With the Aid of Artificial Intelligence – A State-of-the-Art Review	48
A Review on Drought Index Forecasting and Their Modelling Approaches	48
An Extensive Data-Based Assessment of Optimization Techniques for Distributed Generation Allocation: Conventional to Modern	48
Anisotropic Continuum-Molecular Models: A Unified Framework Based on Pair Potentials for Elasticity, Fracture and Diffusion-Type Problems	46
Correction to: Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	45
A Review on Machine Learning Models in Forecasting of Virtual Power Plant Uncertainties	45
Artificial Intelligence Based Methods for Smart and Sustainable Urban Planning: A Systematic Survey	45
A Historical Review on the Computational Techniques for Mechanism Synthesis: Developments Up to 2022	45
Simulation-Based Analysis of Appointment Scheduling System in Healthcare Services: A Critical Review	44
Stiff-PDEs and Physics-Informed Neural Networks	44
A Review of Stochastic Analysis of the Seepage Through Earth Dams with a Focus on the Application of Monte Carlo Simulation	43
A Review of Deep Learning Techniques for Crowd Behavior Analysis	42
Correction to: A Consistent Finite Element Formulation of the Geometrically Non-linear Reissner–Mindlin Shell Model	42

Correction to: Multi-level Machine Learning-Driven Tunnel Squeezing Prediction: Review and New Insights	42
Bayesian Inversion with Open-Source Codes for Various One-Dimensional Model Problems in Computational Mechanics	42
The Critical Role of Lumped Parameter Models in Patient-Specific Cardiovascular Simulations	41
Application of Structural Control Systems for the Cables of Cable-Stayed Bridges: State-of-the-Art and State-of-the-Practice	41
A Comprehensive Review on Biomechanical Modeling Applied to Device-Assisted Locomotion	41
Deep Federated Machine Learning-Based Optimization Methods for Liver Tumor Diagnosis: A Review	41
Computer Based Diagnosis of Some Chronic Diseases: A Medical Journey of the Last Two Decades	41
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization	41
A Systematic Review on Diabetic Retinopathy Detection Using Deep Learning Techniques	41
A Review of Deep Transfer Learning Approaches for Class-Wise Prediction of Alzheimer’s Disease Using MRI Images	40
A Comprehensive Survey on Higher Order Neural Networks and Evolutionary Optimization Learning Algorithms in Financial Time Series Forecasting	40
Vibration-Based Tests and Results for the Evaluation of Infill Masonry Walls Influence on the Dynamic Behaviour of Buildings: A Review	40
Stability and Conditioning of Immersed Finite Element Methods: Analysis and Remedies	40
Comparative Analysis of Diabetic Retinopathy Classification Approaches Using Machine Learning and Deep Learning Techniques	39
Chest X-ray Images for Lung Disease Detection Using Deep Learning Techniques: A Comprehensive Survey	39
A Survey on Quantum Computational Finance for Derivatives Pricing and VaR	39
Application of Machine Learning and Deep Learning in Finite Element Analysis: A Comprehensive Review	38
State of the Practice for Lattice Boltzmann Method Software	38
Magnetic Fields to Enhance Tuned Liquid Damper Performance for Vibration Control: A Review	38
Active Learning and Bayesian Optimization: A Unified Perspective to Learn with a Goal	37
Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art	37
State-of-the-Art Review of Machine Learning Applications in Additive Manufacturing; from Design to Manufacturing and Property Control	37
A Systematic Review on Particle Swarm Optimization Towards Target Search in The Swarm Robotics Domain	35
Review of Protocol Stack Development of Flying Ad-hoc Networks for Disaster Monitoring Applications	35
Recent Advances in Butterfly Optimization Algorithm, Its Versions and Applications	34
Machine Learning Techniques and Population-Based Metaheuristics for Damage Detection and Localization Through Frequency and Modal-Based Structural Health Monitoring: A Review	34
The Role of Machine Learning in Tribology: A Systematic Review	34
Advanced Signal Processing Methods for Condition Monitoring	34
4D Simulation Research in Construction: A Systematic Mapping Study	33
Towards Diagnosis of Autoimmune Blistering Skin Diseases Using Deep Neural Network	33
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization	33
Application of Artificial Neural Network for Internal Combustion Engines: A State of the Art Review	32
Computational Methods of Erosion Wear in Centrifugal Pump: A State-of-the-Art Review	32
A Holistic Overview of Artificial Intelligence in Detection, Classification and Prediction of Atrial Fibrillation Using Electrocardiogram: A Systematic Review and Meta-analysis	32
Modeling and Simulation of Sintering Process Across Scales	31
Risk Assessment of Infection by Airborne Droplets and Aerosols at Different Levels of Cardiovascular Activity	29
Nature Inspired Algorithms for Solving Multiple Sequence Alignment Problem: A Review	29
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	29
Surrogate Models to Predict the Long-Term Compressive Strength of Cement-Based Mortar Modified with Fly Ash	29
Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	29
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review	29
A Review of Deep Learning-Based Approaches for Detection and Diagnosis of Diverse Classes of Drugs	29
Optimal Local Truncation Error Method for Solution of Partial Differential Equations on Irregular Domains and Interfaces Using Unfitted Cartesian Meshes: Review	29
Advances in Sand Cat Swarm Optimization: A Comprehensive Study	28
Deep Learning for Time Series Forecasting: Review and Applications in Geotechnics and Geosciences	28
Topology Optimization to Fracture Resistance: A Review and Recent Developments	28
Comprehensive Review of Orthogonal Regression and Its Applications in Different Domains	28
A Comprehensive Survey on Artificial Electric Field Algorithm: Theories and Applications	27
Performance Optimization in Photovoltaic Systems: A Review	27
AI-Based Model Order Reduction Techniques: A Survey	27
Using Metaheuristics Algorithms (MHAs) to Optimize Water Supply Operation in Reservoirs: a Review	26
The Evolution of Finite Element Approaches in Reaction-Diffusion Modeling	26
A Systematic Review on Acute Leukemia Detection Using Deep Learning Techniques	26
Various Methods for Computing Risk Factors of Down Syndrome in Fetus	26
3D Printed Concrete for Sustainable Construction: A Review of Mechanical Properties and Environmental Impact	26
Concept, Creation, Services and Future Directions of Digital Twins in the Construction Industry: A Systematic Literature Review	26
Rainfall Induced Geotextile Reinforced Model Slope Embankment Subjected to Surcharge Loading: A Review Study	25
Amalgamation of Artificial Intelligence with Nanoscience for Biomedical Applications	25
State of Art Review on Computational Modelling and Analysis and Making of Brain Phantom	25
Safety Assessment and Risk Management of Urban Arterial Traffic Flow Based on Artificial Driving and Intelligent Network Connection: An Overview	25
A Systematic Literature Review on Swarm Intelligence Based Intrusion Detection System: Past, Present and Future	24
Computational Modelling and Experimental Challenges of Linear and Nonlinear Analysis of Porous Graded Structure: A Comprehensive Review	24
A Comprehensive Review on Heart Disease Risk Prediction using Machine Learning and Deep Learning Algorithms	24
A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection	24
Machine Learning for Smart Agriculture and Precision Farming: Towards Making the Fields Talk	24
Automated Bacterial Classifications Using Machine Learning Based Computational Techniques: Architectures, Challenges and Open Research Issues	24
Infectious Disease Modeling: From Traditional to Evolutionary Algorithms	24
A Systematic Review of Waste Management Solutions Using Machine Learning, Internet of Things and Blockchain Technologies: State-of-Art, Methodologies, and Challenges	24
Retraction Note: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	23
Retraction Note: A Review and State of Art of Internet of Things (IoT)	23
Machine Learning and Deep Learning Based Computational Techniques in Automatic Agricultural Diseases Detection: Methodologies, Applications, and Challenges	23
RETRACTED ARTICLE: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	23
Correction to: Big Data Analytics in Weather Forecasting: A Systematic Review	22
Integration of Augmented Reality with Building Information Modeling: Design Optimization and Construction Rework Reduction Perspective	22
Progress of Human Action Recognition Research in the Last Ten Years: A Comprehensive Survey	22
Finite Element Model Updating for Material Model Calibration: A Review and Guide to Practice	22
Servo Control Strategies for Vibration-Control in Robotic Wire EDM Machining	22
Correction to: The Emerging Trends of Quantum Computing Towards Data Security and Key Management	22
Effect of Carbon Nanotubes and Porosity on Vibrational Behavior of Nanocomposite Structures: A Review	22
Comparative Performance of Twelve Metaheuristics for Wind Farm Layout Optimisation	22

Correction: Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	22
Particle-Based Numerical Modelling of Liquid Marbles: Recent Advances and Future Perspectives	22
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior	21
A Review of Probabilistic Approaches for Assessing the Liquefaction Hazard in Urban Areas	21
A Comprehensive Review on Deep Synergistic Drug Prediction Techniques for Cancer	21
A Review on Kalman Filter Models	21
An Analytical Review on Rough Set Based Image Clustering	21
Parametric Study of Experimental and CFD Simulation Based Hydrodynamics and Mass Transfer of Rotating Packed Bed: A Review	21
A Systematic Review of Artificial Intelligence (AI) Based Approaches for the Diagnosis of Parkinson’s Disease	21
A Comprehensive Review on Image Synthesis with Adversarial Networks: Theory, Literature, and Applications	21
Food Adulteration Detection using Artificial Intelligence: A Systematic Review	21
State-of-the-Art Load Balancing Algorithms for Mist-Fog-Cloud Assisted Paradigm: A Review and Future Directions	21
Optimization of Water Distribution Systems Using Genetic Algorithms: A Review	20
A Systematic Review of Artificial Intelligence Techniques in Cancer Prediction and Diagnosis	20
A Systematic Review on Fuzzy-Based Multi-objective Linear programming Methodologies: Concepts, Challenges and Applications	20
State-of-the-Art Machine Learning Techniques for Diagnosis of Alzheimer’s Disease from MR-Images: A Systematic Review	20
3D Face Reconstruction in Deep Learning Era: A Survey	20
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives	20
Thermodynamics of Learning Physical Phenomena	20