OOIR: Observatory of International Research

Papers

(The TQCC of Advances in Engineering Software is 10. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2020-11-01 to 2024-11-01.)

Article	Citations
Mountain Gazelle Optimizer: A new Nature-inspired Metaheuristic Algorithm for Global Optimization Problems	191
A coupled artificial neural network with artificial rabbits optimizer for predicting water productivity of different designs of solar stills	72
Alpine skiing optimization: A new bio-inspired optimization algorithm	71
Prediction of strength and analysis in self-compacting concrete using machine learning based regression techniques	62
Early damage assessment in large-scale structures by innovative statistical pattern recognition methods based on time series modeling and novelty detection	59
Coastal pollution analysis for environmental health and ecological safety using deep learning technique	56
Soft computing approaches for comparative prediction of the mechanical properties of jute fiber reinforced concrete	55
Skin disease detection using deep learning	54
Implementation of deep learning methods in prediction of adsorption processes	51
WOASCALF: A new hybrid whale optimization algorithm based on sine cosine algorithm and levy flight to solve global optimization problems	50
A new metaheuristic algorithm: Shrimp and Goby association search algorithm and its application for damage identification in large-scale and complex structures	49
Seamless integration of computer-aided geometric modeling and acoustic simulation: Isogeometric boundary element methods based on Catmull-Clark subdivision surfaces	49
Optimization of cable-stayed bridges: A literature survey	48
A hybrid Harris hawks-moth-flame optimization algorithm including fractional-order chaos maps and evolutionary population dynamics	48
A deep transfer learning-based convolution neural network model for COVID-19 detection using computed tomography scan images for medical applications	46
Software modernization to embrace quantum technology	45
A reinforcement learning-based metaheuristic algorithm for solving global optimization problems	45
Crop yield prediction using machine learning techniques	44
Numerical analysis perspective in structural shape optimization: A review post 2000	42
Damage detection in slab structures based on two-dimensional curvature mode shape method and Faster R-CNN	42
Intrusion detection approach for cloud and IoT environments using deep learning and Capuchin Search Algorithm	42
On smooth or 0/1 designs of the fixed-mesh element-based topology optimization	41
Fatigue-resistance topology optimization of continuum structure by penalizing the cumulative fatigue damage	41
Artificial neural network surrogate modelling for real-time predictions and control of building damage during mechanised tunnelling	41
SEMDOT: Smooth-edged material distribution for optimizing topology algorithm	36

Application of artificial intelligence-based single and hybrid models in predicting seepage and pore water pressure of dams: A state-of-the-art review	36
A new movement strategy of grey wolf optimizer for optimization problems and structural damage identification	36
Phishing URL detection using machine learning methods	35
Detection and prevention of man-in-the-middle attack in iot network using regression modeling	35
Improved Cuckoo Search algorithmic variants for constrained nonlinear optimization	35
An efficient optimal security system for intrusion detection in cloud computing environment using hybrid deep learning technique	35
YRAN2SAT: A novel flexible random satisfiability logical rule in discrete hopfield neural network	33
A Comprehensive Review on Optimal Cluster Head Selection in WSN-IoT	33
Artificial intelligence based medical decision support system for early and accurate breast cancer prediction	32
PSCSO: Enhanced sand cat swarm optimization inspired by the political system to solve complex problems	31
Emergency management systems after disastrous earthquakes using optimization methods: A comprehensive review	30
Tuning metaheuristic algorithms using mixture design: Application of sunflower optimization for structural damage identification	30
An integrated approach for the numerical modeling of severely damaged historic structures: Application to a masonry bridge	30
Health condition monitoring of a complex hydraulic system using Deep Neural Network and DeepSHAP explainable XAI	29
New ridge regression, artificial neural networks and support vector machine for wind speed prediction	28
Research on parameterization and optimization procedure of low-Reynolds-number airfoils based on genetic algorithm and Bezier curve	27
Prediction of mechanical properties of rail pads under in-service conditions through machine learning algorithms	27
IdealCity: A hybrid approach to seismic evacuation modeling	27
Improved particle swarm optimization algorithms for aerodynamic shape optimization of high-speed train	27
LSMA-TLBO: A hybrid SMA-TLBO algorithm with lévy flight based mutation for numerical optimization and engineering design problems	26
Automatic recognition of concrete spall using image processing and metaheuristic optimized LogitBoost classification tree	26
Missing data estimation method for time series data in structure health monitoring systems by probability principal component analysis	25
Damage identification in high-rise concrete structures using a bio-inspired meta-heuristic optimization algorithm	24
An innovative semi-analytical determination approach to numerical loaded tooth contact analysis (NLTCA) for spiral bevel and hypoid gears	24
Machine learning tools for active distribution grid fault diagnosis	23
Topology optimization of multiphase materials with dynamic and static characteristics by BESO method	23
Collaboration of features optimization techniques for the effective diagnosis of glaucoma in retinal fundus images	22
Machine Learning based parameter tuning strategy for MMC based topology optimization	22
Machine learning application to predict the mechanical properties of glass fiber mortar	22
Bayesian Interactive Search Algorithm: A New Probabilistic Swarm Intelligence Tested on Mathematical and Structural Optimization Problems	21
Improved seagull optimization algorithm of partition and XGBoost of prediction for fuzzy time series forecasting of COVID-19 daily confirmed	21
GPU-based Parallel Algorithm for Super-Quadric Discrete Element Method and Its Applications for Non-Spherical Granular Flows	20
Data clustering using hybrid water cycle algorithm and a local pattern search method	20
Multiobjective optimization framework for designing a vehicle suspension system. A comparison of optimization algorithms	19
Bi-directional evolutionary topology optimization of continuum structures subjected to inertial loads	19
Structural damage identification in thin-shell structures using a new technique combining finite element model updating and improved Cuckoo search algorithm	19
E-waste management using hybrid optimization-enabled deep learning in IoT-cloud platform	18
Numerical simulation platform for slab track systems subjected to a moving vehicle	18
Program source code comprehension by module clustering using combination of discretized gray wolf and genetic algorithms	18
Numerical simulation and experimental analysis on the deformation and residual stress in trailing ultrasonic vibration assisted laser welding	17
PRO2SAT: Systematic Probabilistic Satisfiability logic in Discrete Hopfield Neural Network	17
Graded multiscale topology optimization using neural networks	17
Jive: An open source, research-oriented C++ library for solving partial differential equations	16
An improved whale optimization algorithm for locating critical slip surface of slopes	16
Intuitionistic fuzzy three-way ranking-based TOPSIS approach with a novel entropy measure and its application to medical treatment selection	16
Study on key mechanical properties of the flexible spoke non-pneumatic tire considering thermo-mechanical coupling	16
Performance prediction of solar still with a high-frequency ultrasound waves atomizer using random vector functional link/heap-based optimizer	16
Shape optimization of generalized developable H-Bézier surfaces using adaptive cuckoo search algorithm	16
MeshingNet3D: Efficient generation of adapted tetrahedral meshes for computational mechanics	16
GANs and DCGANs for generation of topology optimization validation curve through clustering analysis	16

SMT 2.0: A Surrogate Modeling Toolbox with a focus on hierarchical and mixed variables Gaussian processes	15
Machine learning based models for defect detection in composites inspected by Barker coded thermography: A qualitative analysis	15
Detection and classification of groundnut leaf nutrient level extraction in RGB images	15
An evolutionary symbiotic organisms search for multiconstraint truss optimization under free vibration and transient behavior	15
Optimum design of combined footings using swarm intelligence-based algorithms	15
Transient simulations in water distribution networks: TSNet python package	15
Predicting the shear strength of concrete beam through ANFIS-GA–PSO hybrid modeling	15
Optimized seismic design of planar and spatial steel frames using the hybrid learning based jaya algorithm	15
Rider Water Wave-enabled deep learning for disease detection in rice plant	15
A novel grid-oriented dynamic weight parameter based improved variant of Jaya algorithm	14
A novel Moore-Penrose pseudo-inverse weight-based Deep Convolution Neural Network for bacterial leaf blight disease detection system in rice plant	14
EngiO – Object-oriented framework for engineering optimization	14
Toolpath planning for additive manufacturing using sliced model decomposition and metaheuristic algorithms	14
Enhanced marine predator algorithm for global optimization and engineering design problems	14
A software-based cost estimation technique in scrum using a developer's expertise	14
Decoupled reliability-based optimization using Markov chain Monte Carlo in augmented space	14
Hollow structural topology optimization to improve manufacturability using three-dimensional moving morphable bars	14
Using AI to develop a framework to prevent employees from missing project deadlines in software projects - case study of a global human capital management (HCM) software company	13
Potential features of building information modelling for application of project management knowledge areas as advances modeling tools	13
Topology optimization of cast parts considering parting surface position	13
Machine-specified ground structures for topology optimization of binary trusses using graph embedding policy network	13
Applications of Reinforcement Learning for maintenance of engineering systems: A review	13
Solving multi-objective optimization problem of convolutional neural network using fast forward quantum optimization algorithm: Application in digital image classification	13
An efficient approach for dynamic-reliability-based topology optimization of braced frame structures with probability density evolution method	13
Hybrid Optimization-Enabled Deep Learning for Indoor Object Detection and Distance Estimation to Assist Visually Impaired Persons	13
Efficient topology optimization based on DOF reduction and convergence acceleration methods	13
Al-DeMat: A web-based expert system platform for computationally expensive models in materials design	13
Augmented reliability analysis for estimating imprecise first excursion probabilities in stochastic linear dynamics	12
Software defect prediction via optimal trained convolutional neural network	12
A Spline Method based on the Crack Induced Deflection for Bridge Damage Detection	12
Optimization of Seismic Base Isolation System Using a Fuzzy Reinforced Swarm Intelligence	12
Parallel asynchronous algorithms: A survey	12
An open source peridynamics code for dynamic fracture in homogeneous and heterogeneous materials	12
Vehicle running attitude prediction model based on Artificial Neural Network-Parallel Connected (ANN-PL) in the single-vehicle collision	12
Extraction of maximum power from solar with BLDC motor driven electric vehicles based HHO algorithm	12
Non-linear dynamic analysis of reinforced concrete structures with hybrid mixed stress finite elements	12
A novel method for Indoor Air Quality Control of Smart Homes using a Machine learning model	12
An integrated Linked Building Data system: AEC industry case	12
Automatic mesh generator for the non-linear homogenized analysis of double curvature masonry structures	12
Distributed Microscopic Traffic Simulation with Human-in-the-Loop Enabled by Virtual Reality Technologies	12
On the interaction of biological and mechanical factors in leaf vein formation	12
Performance analysis of machine learning algorithm of detection and classification of brain tumor using computer vision	12
Two-phase ESO and comprehensive learning PSO method for structural optimization with discrete steel sections	12
A novel automated SuperLearner using a genetic algorithm-based hyperparameter optimization	12
Smoothing topology optimization results using pre-built lookup tables	11
Exploring the effect of basalt fibers on maximum deviator stress and failure deformation of silty soils using ANN, SVM and FL supported by experimental data	11
Deep learning for the detection of machining vibration chatter	11
Advanced elasto-plastic topology optimization of steel beams under elevated temperatures	11
Data-driven recognition and modelling of deterioration patterns in the US National Bridge Inventory: A genetic algorithm-artificial neural network framework	11
Periodic version of the minimax distance criterion for Monte Carlo integration	11
Modelling the compressive strength of geopolymer recycled aggregate concrete using ensemble machine learning	11
Deep learning paradigm for prediction of stress distribution in damaged structural components with stress concentrations	11
Explicit and efficient topology optimization for three-dimensional structures considering geometrical nonlinearity	11
Shape design optimization of thermoelasticity problems using isogeometric boundary element method	11
Estimation of cost and development effort in Scrum-based software projects considering dimensional success factors	11
An empirical study on underwater acoustic sensor networks based on localization and routing approaches	11
Metamodel-assisted hybrid optimization strategy for model updating using vibration response data	11
A general approach to solving hardware and software partitioning problem based on evolutionary algorithms	11
Explicit topology optimization of nearly incompressible materials using polytopal composite elements	10
Multi-GPU acceleration of large-scale density-based topology optimization	10
Optimal design and dynamic control of the HMDV inertial suspension based on the ground-hook positive real network	10
Efficient, accurate and fast pupil segmentation for pupillary boundary in iris recognition	10
Validation of agile methodology as ideal software development process using Fuzzy-TOPSIS method	10
Prediction based cost estimation technique in agile development	10
An extensive review on quantum computers	10
Finite element simulation of physical systems in augmented reality	10
Analysis on quality of learning in e-Learning platforms	10
Dynamic seismic damage assessment of distributed infrastructure systems using graph neural networks and semi-supervised machine learning	10
Application of novel hybrid machine learning approach for estimation of ultimate bond strength between ultra-high performance concrete and reinforced bar	10
A hybrid deep learning based brain tumor classification and segmentation by stationary wavelet packet transform and adaptive kernel fuzzy c means clustering	10