Archives of Computational Methods in Engineering

Article	Citations
Cumulative Major Advances in Particle Swarm Optimization from 2018 to the Present: Variants, Analysis and Applications	788
Deep Learning for Time Series Forecasting: Review and Applications in Geotechnics and Geosciences	261
A State-of-the-Art Review on Model Reduction and Substructuring Techniques in Finite Element Model Updating for Structural Health Monitoring Applications	208
Recent Trends and Progress in Molecular Dynamics Simulations of 2D Materials for Tribological Applications: An Extensive Review	167
A Comparative Study of Existing and New Sphere Clump Generation Algorithms for Modeling Arbitrary Shaped Particles	161
A Review of Deep Learning-Based Approaches for Detection and Diagnosis of Diverse Classes of Drugs	158
Revolutionizing Structural Engineering: Applications of Machine Learning for Enhanced Performance and Safety	154
Chest X-ray Images for Lung Disease Detection Using Deep Learning Techniques: A Comprehensive Survey	135
Application of Structural Control Systems for the Cables of Cable-Stayed Bridges: State-of-the-Art and State-of-the-Practice	132
Role of Artificial Intelligence in Early Assessment of Lung Nodules: A Brief Review	128
Spectrum of Advancements and Developments in Multidisciplinary Domains for Generative Adversarial Networks (GANs)	125
Development and Advance in Tunnel Structures Subjected to Internal Blast Loads: A Comprehensive Review	125
Magnetic Fields to Enhance Tuned Liquid Damper Performance for Vibration Control: A Review	123
A Critical Review of a Computational Fluid Dynamics (CFD)-Based Explosion Numerical Analysis of Offshore Facilities	119
Computational Optimization of Ceramic Waste-Based Concrete Mixtures: A Comprehensive Analysis of Machine Learning Techniques	116
Transformative Advances in AI for Precise Cancer Detection: A Comprehensive Review of Non-Invasive Techniques	111
A comprehensive review on step-based skin cancer detection using machine learning and deep learning methods	110
Computational Modelling and Analysis of Damaged Layered Structure Under Variable Loading/Scale Effect and Performances: A State of Art Review	107
State-of-the-Art Review of Continuum Mechanics-Based Modelling of Soil Surface Erosion	104
A Review of Recent Progress in Molecular Dynamics and Coarse-Grain Simulations Assisted Understanding of Wettability	104
Machine Learning and Optimization Algorithms for Vibration, Bending and Buckling Analyses of Composite/Nanocomposite Structures: A Systematic and Comprehensive Review	102
A Comprehensive Review on the Advancement of High-Dimensional Neural Networks in Quaternionic Domain with Relevant Applications	102
Nature Inspired Algorithms for Solving Multiple Sequence Alignment Problem: A Review	100
Evaluation of Optimization Algorithm for Application Placement Problem in Fog Computing: A Systematic Review	100
Fluid Dynamics Technique in Membrane Bioreactor Systems	99

Correction: Physics Informed Machine Learning (PIML) for Design, Management and Resilience-Development of Urban Infrastructures: A Review	94
A Scoping Review on Simulation-Based Design Optimization in Marine Engineering: Trends, Best Practices, and Gaps	93
Residual-Based Stabilized Reduced-Order Models of the Transient Convection–Diffusion–Reaction Equation Obtained Through Discrete and Continuous Projection	91
Differential Evolution: A Survey on Their Operators and Variants	91
Computational Models and Simulations of Cancer Metastasis	89
Metaverse Unveiled: A Comprehensive Analysis of Taxonomy, Applications, and Future Opportunities	86
An Insight on Software Features Supporting Software Transplantation: A Systematic Review	84
A Survey of Artificial Intelligence Applications in Wind Energy Forecasting	82
A Review of Riemann Solvers for Hypersonic Flows	80
Diabetic Retinopathy Diagnosis Through Computer-Aided Fundus Image Analysis: A Review	80
Correction to: A Consistent Finite Element Formulation of the Geometrically Non-linear Reissner–Mindlin Shell Model	77
Computer Based Diagnosis of Some Chronic Diseases: A Medical Journey of the Last Two Decades	75
Correction to: Multi-level Machine Learning-Driven Tunnel Squeezing Prediction: Review and New Insights	75
Deep Federated Machine Learning-Based Optimization Methods for Liver Tumor Diagnosis: A Review	73
Stability and Conditioning of Immersed Finite Element Methods: Analysis and Remedies	70
Vibration-Based Tests and Results for the Evaluation of Infill Masonry Walls Influence on the Dynamic Behaviour of Buildings: A Review	70
A Comprehensive Survey on Higher Order Neural Networks and Evolutionary Optimization Learning Algorithms in Financial Time Series Forecasting	69
A Survey on Quantum Computational Finance for Derivatives Pricing and VaR	68
State of the Practice for Lattice Boltzmann Method Software	67
Role of Deep Learning in Classification of Brain MRI Images for Prediction of Disorders: A Survey of Emerging Trends	67
Optimal Local Truncation Error Method for Solution of Partial Differential Equations on Irregular Domains and Interfaces Using Unfitted Cartesian Meshes: Review	67
Evolutionary Computation Modelling for Structural Health Monitoring of Critical Infrastructure	66
Correction: Review of Segmentation Methods for Coastline Detection in SAR Images	66
Particle Swarm Optimizer Variants for Multi-level Thresholding: Theory, Performance Enhancement and Evaluation	66
Advances in Discrete Element Modeling of Asphalt Mixture: A Literature Review	65
A Comprehensive Analysis of Artificial Intelligence Techniques for the Prediction and Prognosis of Lifestyle Diseases	63
A Comprehensive Review on Computational Techniques for Form Error Evaluation	63
An In Silico-Based Investigation on Anisotropic Hyperelastic Constitutive Models for Soft Biological Tissues	61
Reviews on Load Flow Methods in Electric Distribution Networks	60
Deep Learning Models for Skin Cancer Classification Across Diverse Color Spaces: Comprehensive Analysis	60
Lung Cancer Detection Systems Applied to Medical Images: A State-of-the-Art Survey	59
Computer-Aided Classification of Melanoma: A Comprehensive Survey	59
A Systematic Survey on Segmentation Algorithms for Musculoskeletal Tissues in Ultrasound Imaging	59
A Review on Drought Index Forecasting and Their Modelling Approaches	58
Correction to: Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	58
Stiff-PDEs and Physics-Informed Neural Networks	55
A Review on Machine Learning Models in Forecasting of Virtual Power Plant Uncertainties	55
Reviews, Challenges, and Insights on Computational Methods for Network Reconfigurations in Smart Electricity Distribution Networks	54
Eagle Strategy in Nature-Inspired Optimization: Theory, Analysis, Applications, and Comparative Study	53
Surrogate Models to Predict the Long-Term Compressive Strength of Cement-Based Mortar Modified with Fly Ash	53
A Holistic Overview of Artificial Intelligence in Detection, Classification and Prediction of Atrial Fibrillation Using Electrocardiogram: A Systematic Review and Meta-analysis	52
A Comprehensive Review on Biomechanical Modeling Applied to Device-Assisted Locomotion	52
Risk Assessment of Infection by Airborne Droplets and Aerosols at Different Levels of Cardiovascular Activity	52
Simulation-Based Analysis of Appointment Scheduling System in Healthcare Services: A Critical Review	51
Machine Learning in Biomaterials, Biomechanics/Mechanobiology, and Biofabrication: State of the Art and Perspective	51
Bayesian Inversion with Open-Source Codes for Various One-Dimensional Model Problems in Computational Mechanics	51
Comparative Analysis of Diabetic Retinopathy Classification Approaches Using Machine Learning and Deep Learning Techniques	50
Intelligent Materials Improvement Through Artificial Intelligence Approaches: A Systematic Literature Review	49
A Survey on Genetic Fuzzy Systems	48
Advancing Pulmonary Infection Diagnosis: A Comprehensive Review of Deep Learning Approaches in Radiological Data Analysis	48

Generalized Matrix Learning Vector Quantization Computational Method for Intelligent Decision Making: A Systematic Literature Review	48
Evolution of Swarm Intelligence: A Systematic Review of Particle Swarm and Ant Colony Optimization Approaches in Modern Research	47
Current Studies and Applications of Shuffled Frog Leaping Algorithm: A Review	46
Comprehensive Survey on Computational Techniques for Brain Tumor Detection: Past, Present and Future	46
A Comprehensive Review on Breast Cancer Detection, Classification and Segmentation Using Deep Learning	46
Model Order Reduction via Moment-Matching: A State of the Art Review	45
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	45
Contemporary Quantum Computing Use Cases: Taxonomy, Review and Challenges	45
A Review of Deep Learning Techniques for Crowd Behavior Analysis	45
A Review on Computational Methods for Breast Cancer Detection in Ultrasound Images Using Multi-Image Modalities	44
Active Learning and Bayesian Optimization: A Unified Perspective to Learn with a Goal	43
Comprehensive Review on MRI-Based Brain Tumor Segmentation: A Comparative Study from 2017 Onwards	43
Predictive Monitoring of Incipient Faults in Rotating Machinery: A Systematic Review from Data Acquisition to Artificial Intelligence	42
Recent Advances in Butterfly Optimization Algorithm, Its Versions and Applications	41
Computational Methods of Erosion Wear in Centrifugal Pump: A State-of-the-Art Review	41
A Review on Constraint Handling Techniques for Population-based Algorithms: from single-objective to multi-objective optimization	41
Anisotropic Continuum-Molecular Models: A Unified Framework Based on Pair Potentials for Elasticity, Fracture and Diffusion-Type Problems	41
The Role of Machine Learning in Tribology: A Systematic Review	40
A Systematic Review on Particle Swarm Optimization Towards Target Search in The Swarm Robotics Domain	40
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	40
On the Analyses of Medical Images Using Traditional Machine Learning Techniques and Convolutional Neural Networks	40
Comprehensive Review of Orthogonal Regression and Its Applications in Different Domains	40
Application of Artificial Neural Network for Internal Combustion Engines: A State of the Art Review	39
Computation and Optimization of BESS in the Modeling of Renewable Energy Based Framework	38
A Historical Review on the Computational Techniques for Mechanism Synthesis: Developments Up to 2022	38
An Extensive Data-Based Assessment of Optimization Techniques for Distributed Generation Allocation: Conventional to Modern	37
Fiber Reinforced Composite Manufacturing With the Aid of Artificial Intelligence – A State-of-the-Art Review	37
Advancement in Machine Learning: A Strategic Lookout from Cancer Identification to Treatment	37
Advanced Signal Processing Methods for Condition Monitoring	37
Modeling and Simulation of Sintering Process Across Scales	36
Artificial Intelligence Based Methods for Smart and Sustainable Urban Planning: A Systematic Survey	36
A Comprehensive Review of Bat Inspired Algorithm: Variants, Applications, and Hybridization	36
A Review of Deep Transfer Learning Approaches for Class-Wise Prediction of Alzheimer’s Disease Using MRI Images	34
Bibliometric Survey for Adoption of Building Information Modeling (BIM) in Construction Industry– A Safety Perspective	34
Towards Diagnosis of Autoimmune Blistering Skin Diseases Using Deep Neural Network	34
An Insight on NURBS Based Isogeometric Analysis, Its Current Status and Involvement in Mechanical Applications	34
State-of-the-Art Review of Machine Learning Applications in Additive Manufacturing; from Design to Manufacturing and Property Control	34
A Comprehensive Survey on Security Challenges in Different Network Layers in Cloud Computing	34
Machine Learning Techniques and Population-Based Metaheuristics for Damage Detection and Localization Through Frequency and Modal-Based Structural Health Monitoring: A Review	33
Nature-Inspired Metaheuristic Search Algorithms for Optimizing Benchmark Problems: Inclined Planes System Optimization to State-of-the-Art Methods	33
The Critical Role of Lumped Parameter Models in Patient-Specific Cardiovascular Simulations	33
A Review of Stochastic Analysis of the Seepage Through Earth Dams with a Focus on the Application of Monte Carlo Simulation	32
A Systematic Review on Diabetic Retinopathy Detection Using Deep Learning Techniques	32
Quasi-Newton Methods for Partitioned Simulation of Fluid–Structure Interaction Reviewed in the Generalized Broyden Framework	32
Review of Protocol Stack Development of Flying Ad-hoc Networks for Disaster Monitoring Applications	31
4D Simulation Research in Construction: A Systematic Mapping Study	31
Advances in Computational Intelligence of Polymer Composite Materials: Machine Learning Assisted Modeling, Analysis and Design	31
Particle Swarm Optimization Algorithm and Its Applications: A Systematic Review	31
Criticality Metrics for Automated Driving: A Review and Suitability Analysis of the State of the Art	30
Advances in Modeling and Control of Magnetorheological Elastomers for Engineering Applications	30
A Critical Review of Moth-Flame Optimization Algorithm and Its Variants: Structural Reviewing, Performance Evaluation, and Statistical Analysis	30
Quantitative Optimization Models in Supply Chains: Taxonomy, Trends and Analysis	29
Application of Data-Driven Surrogate Models in Structural Engineering: A Literature Review	29
A Systematic Review of the Whale Optimization Algorithm: Theoretical Foundation, Improvements, and Hybridizations	29
Application of Machine Learning and Deep Learning in Finite Element Analysis: A Comprehensive Review	29
State-of-the-Art Level Set Models and Their Performances in Image Segmentation: A Decade Review	29
Dynamic Load Identification for Mechanical Systems: A Review	29
Machine Learning and Computer Vision Based Methods for Cancer Classification: A Systematic Review	29
Performance Optimization in Photovoltaic Systems: A Review	28
Rainfall Induced Geotextile Reinforced Model Slope Embankment Subjected to Surcharge Loading: A Review Study	28
Concept, Creation, Services and Future Directions of Digital Twins in the Construction Industry: A Systematic Literature Review	28
State of Art Review on Computational Modelling and Analysis and Making of Brain Phantom	28
A Comprehensive Survey on Artificial Electric Field Algorithm: Theories and Applications	27
Retraction Note: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	27
Quantum Machine Learning for Computational Methods in Engineering: A Systematic Review	27
The Evolution of Finite Element Approaches in Reaction-Diffusion Modeling	27
A Systematic Literature Review on Swarm Intelligence Based Intrusion Detection System: Past, Present and Future	27
Thermodynamics of Learning Physical Phenomena	27
RETRACTED ARTICLE: A Systematic Survey on Implementation of Fuzzy Regression Models for Real Life Applications	27
Various Methods for Computing Risk Factors of Down Syndrome in Fetus	27
Infectious Disease Modeling: From Traditional to Evolutionary Algorithms	27
A Systematic Review of Computational Image Steganography Approaches	27
A Contemporary Systematic Review on Meta-heuristic Optimization Algorithms with Their MATLAB and Python Code Reference	27
A Review of FE-FFT-Based Two-Scale Methods for Computational Modeling of Microstructure Evolution and Macroscopic Material Behavior	26
A Survey on Deep Learning Approaches to Medical Images and a Systematic Look up into Real-Time Object Detection	26
A Systematic Review of Waste Management Solutions Using Machine Learning, Internet of Things and Blockchain Technologies: State-of-Art, Methodologies, and Challenges	26
Advances in Sand Cat Swarm Optimization: A Comprehensive Study	25
Retraction Note: A Review and State of Art of Internet of Things (IoT)	25
Design and Virtual Testing of American Football Helmets–A Review	25
Artificial Intelligence in Physical Sciences: Symbolic Regression Trends and Perspectives	25

A Systematic Review on Fuzzy-Based Multi-objective Linear programming Methodologies: Concepts, Challenges and Applications	24
A Critical Review on Inertially-Amplified Passive Vibration Control Devices	24
Uncertainty-Based Analysis of Random Load Signal and Fatigue Life for Mechanical Structures	24
Automated Bacterial Classifications Using Machine Learning Based Computational Techniques: Architectures, Challenges and Open Research Issues	24
Where Do the Analytical Methods Stand in Cardiovascular Problems: An Overview of Blood Flow as a Biomechanical Problem in Arteriosclerosis	24
An Analysis of Deep Transfer Learning-Based Approaches for Prediction and Prognosis of Multiple Respiratory Diseases Using Pulmonary Images	24
A Review of Three Common Concrete Multiaxial Strength Criteria from 2010 to 2020	24
A Review on Applications of CFD Modeling in COVID-19 Pandemic	23
Correction to: Type 2 Diabetes with Artificial Intelligence Machine Learning: Methods and Evaluation	23
Explainable Methods for Image-Based Deep Learning: A Review	23
High Altitude Airship: A Review of Thermal Analyses and Design Approaches	23
Dynamic Modelling and Process Control of Iodine-Sulfur Thermochemical Cycle for Hydrogen Production: A Bibliometric Study and Research Prospect	22
Review on Machine Learning-Based Underground Coal Mines Gas Hazard Identification and Estimation Techniques	22
Artificial Intelligence and Machine Learning in Electronic Fetal Monitoring	22
Theoretical Assessment for Weather Nowcasting Using Deep Learning Methods	22
A Metaheuristic Perspective on Extracting Numeric Association Rules: Current Works, Applications, and Recommendations	22
Molecular Dynamics Simulation of Superalloys: A Review	22
Correction to: An Inclusive Survey on Marine Predators Algorithm: Variants and Applications	22
Human-Inspired Optimization Algorithms: Theoretical Foundations, Algorithms, Open-Research Issues and Application for Multi-Level Thresholding	22
On the Advances of Computational Nonclassical Continuum Theories of Elasticity for Bending Analyses of Small-Sized Plate-Based Structures: A Review	22
Structural Health Monitoring of Composite Materials	22