Journal of Computational Science

Article	Citations
GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems	86
YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification	65
Data Learning: Integrating Data Assimilation and Machine Learning	60
Analysis of electroosmotic flow of silver-water nanofluid regulated by peristalsis using two different approaches for nanofluid	54
Above-ground biomass estimation from LiDAR data using random forest algorithms	50
UQpy: A general purpose Python package and development environment for uncertainty quantification	47
An Artificial Intelligence Model Considering Data Imbalance for Ship Selection in Port State Control Based on Detention Probabilities	44
An intelligence-based hybrid PSO-SA for mobile robot path planning in warehouse	39
Numerical study of the nonlinear anomalous reaction–subdiffusion process arising in the electroanalytical chemistry	39
Managing crowded museums: Visitors flow measurement, analysis, modeling, and optimization	38
Wavelet collocation method based on Legendre polynomials and its application in solving the stochastic fractional integro-differential equations	36
The MVAPICH project: Transforming research into high-performance MPI library for HPC community	34
Multiple classification of EEG signals and epileptic seizure diagnosis with combined deep learning	34
K and starting means for k-means algorithm	34
Evaluating genetic algorithms through the approximability hierarchy	33
Machine learning based algorithms for uncertainty quantification in numerical weather prediction models	33
A new approach based on Bezier curves to solve path planning problems for mobile robots	33
lbmpy: Automatic code generation for efficient parallel lattice Boltzmann methods	33
Entropy generation analysis during MHD mixed convection flow of non-Newtonian fluid saturated inside the square cavity	32
UFS-Net: A unified flame and smoke detection method for early detection of fire in video surveillance applications using CNNs	32
An efficient multi-objective ant colony optimization for task allocation of heterogeneous unmanned aerial vehicles	32
Comparative analysis of centrality measures for identifying critical nodes in complex networks	30
Based on multi-algorithm hybrid method to predict the slope safety factor-- stacking ensemble learning with bayesian optimization	30
Physics-informed echo state networks	30
Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams	30

Learning-to-augment incorporated noise-robust deep CNN for detection of COVID-19 in noisy X-ray images	30
An improved RRT* algorithm for robot path planning based on path expansion heuristic sampling	29
Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling	28
Hybrid heuristic algorithm for cost-efficient QoS aware task scheduling in fog–cloud environment	27
A novel potential edge weight method for identifying influential nodes in complex networks based on neighborhood and position	27
Effective RNN-Based Forecasting Methodology Design for Improving Short-Term Power Load Forecasts: Application to Large-Scale Power-Grid Time Series	26
Simplifying approach to node classification in Graph Neural Networks	26
Hybrid meta-heuristic algorithm based deep neural network for face recognition	25
Hellinger Distance Weighted Ensemble for imbalanced data stream classification	25
Reduced order modeling for parameterized time-dependent PDEs using spatially and memory aware deep learning	25
An efficient derivative-free optimization algorithm inspired by avian life-saving manoeuvres	24
Numerical investigation on nanofluid flow between two inclined stretchable walls by Optimal Homotopy Analysis Method	24
Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images	24
A multidimensional network link prediction algorithm and its application for predicting social relationships	23
Novel approximate solution for fractional differential equations by the optimal variational iteration method	23
Modeling non-Newtonian magnetized blood circulation with tri-nanoadditives in a charged artery	23
Transformation operators based grey wolf optimizer for travelling salesman problem	22
Automatic grouping of production data in Industry 4.0: The use case of internal logistics systems based on Automated Guided Vehicles	22
A comparison of combined data assimilation and machine learning methods for offline and online model error correction	22
A multiobjective analysis of the potential of scheduling electrical vehicle charging for flattening the duck curve	21
Bare-Bones Based Sine Cosine Algorithm for global optimization	21
High fidelity fluid-structure interaction by radial basis functions mesh adaption of moving walls: A workflow applied to an aortic valve	20
From Missing Data Imputation to Data Generation	20
The virtual assay software for human in silico drug trials to augment drug cardiac testing	20
Design and modeling an Adaptive Neuro-Fuzzy Inference System (ANFIS) for the prediction of a security index in VANET	20
Ab-initio study of Nb-based complex materials: A new class of materials for optoelectronic applications	19
Partial differential equations discovery with EPDE framework: Application for real and synthetic data	19
Deep reinforcement learning for computational fluid dynamics on HPC systems	19
Observation data compression for variational assimilation of dynamical systems	19
BSense: A parallel Bayesian hyperparameter optimized Stacked ensemble model for breast cancer survival prediction	18
On the computational complexity of Dempster’s Rule of combination, a parallel computing approach	18
Lattice-Boltzmann coupled models for advection–diffusion flow on a wide range of Péclet numbers	17
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles	17
Topology-based characterization of chemically-induced pore space changes using reduction of 3D digital images	17
A PSO task scheduling and IT2FCM fuzzy data placement strategy for scientific cloud workflows	17
Democracy by Design: Perspectives for Digitally Assisted, Participatory Upgrades of Society	17
Diagnosis of lung cancer using hybrid deep neural network with adaptive sine cosine crow search algorithm	17
Features fusion based link prediction in dynamic neworks	17
Uncertainty quantification of dynamical systems by a POD–Kriging surrogate model	17
An efficient recurrent neural network for defensive Stackelberg game	17
Solving fractional optimal control problems with inequality constraints by a new kind of Chebyshev wavelets method	16
MNERLP-MUL: Merged node and edge relevance based link prediction in multiplex networks	16
Technical solution to counter potential crime: Text analysis to detect fake news and disinformation	16
Improved red fox optimizer with fuzzy theory and game theory for task scheduling in cloud environment	15
LACE: Inference of cancer evolution models from longitudinal single-cell sequencing data	15
Numerical solution of phase change heat transfer problems by effective heat capacity model and element differential method	15
Multi-strategy modified INFO algorithm: Performance analysis and application to functional electrical stimulation system	15
Cellular automata model for Urban Road traffic flow Considering Internet of Vehicles and emergency vehicles	15
An optimal decomposition method for analytical and numerical solution of third-order Emden–Fowler type equations	15
Electronic transport through molecules containing pyrimidine units: First-principles calculations	15

Stability analysis of a three species food chain model with linear functional response via imprecise and parametric approach	15
Application of reactive power compensation algorithm for large-scale street lighting	15
Comparison of variational iteration and Adomian decomposition methods to solve growth, aggregation and aggregation-breakage equations	15
Modeling information propagation in high-order networks based on explicit–implicit relationship	15
Clustering of graphs using pseudo-guided random walk	15
Validation of XAI explanations for multivariate time series classification in the maritime domain	15
Adaptive complete synchronization of two complex networks with uncertain parameters, structures, and disturbances	15
PalaCell2D: A framework for detailed tissue morphogenesis	15
Optimal allocation of energy storage system and its benefit analysis for unbalanced distribution network with wind generation	14
Probing into bifurcation for fractional-order BAM neural networks concerning multiple time delays	14
Flow through time–evolving porous media: Swelling and erosion	14
A multi-strategy particle swarm algorithm with exponential noise and fitness-distance balance method for low-altitude penetration in secure space	14
Discrete equilibrium optimizer combined with simulated annealing for feature selection	14
Managing non-trivial internet-of-things systems with conversational assistants: A prototype and a feasibility experiment	14
Evolutionary Rao algorithm	13
Steady-state two-relaxation-time lattice Boltzmann formulation for transport and flow, closed with the compact multi-reflection boundary and interface-conjugate schemes	13
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals	13
New online reinsertion approaches for a dynamic Dial-a-Ride Problem	13
Transfer learning-based UWB indoor localization using MHT-MDC and clusterization-based sparse fingerprinting	13
Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics	13
Accelerating linear solvers for Stokes problems with C++ metaprogramming	12
Principles, technologies, and time: The translational journey of the HTCondor-CE	12
A novel numerical approach and stability analysis for a class of pantograph delay differential equation	12
An ordered-fuzzy-numbers-driven approach to the milk-run routing and scheduling problem	12
Predictive models development using gradient boosting based methods for solar power plants	12
Memory effect on prey–predator dynamics: Exploring the role of fear effect, additional food and anti-predator behaviour of prey	12
Four-factor model of Quanto CDS with jumps-at-default and stochastic recovery	12
Generalization of change-point detection in time series data based on direct density ratio estimation	12
Dual Beetle Antennae Search system for optimal planning and robust control of 5-link biped robots	12
A fault-tolerant hybrid resource allocation model for dynamic computational grid	12
On the incorporation of obstacles in a fluid flow problem using a Navier–Stokes–Brinkman penalization approach	12
Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state	12
Multi-robot cooperation and path planning for stick transporting using improved Q-learning and democratic robotics PSO	12
Timing the race of vaccination, new variants, and relaxing restrictions during COVID-19 pandemic	12
Assessment of groundwater arsenic contamination level in Jharkhand, India using machine learning	11
Remaining useful life prediction in prognostics using multi-scale sequence and Long Short-Term Memory network⋆	11
Unit and regression tests of scientific software: A study on SWMM	11
Fractional analysis of Jeffrey fluid over a vertical plate with time-dependent conductivity and diffusivity: A low-cost spectral approach	11
Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm	11
A centrality model for directed graphs based on the Two-Way-Random Path and associated indices for characterizing the nodes	11
Towards efficient GPGPU Cellular Automata model implementation using persistent active cells	11
Parallel computing strategies for Sanitized Teaching Learning Based Optimization	11
An improved pathfinder algorithm using opposition-based learning for tasks scheduling in cloud environment	11
A point interpolation algorithm resulting from weighted linear regression	11
An ensemble approach to maximize metal removal rate for chatter free milling	11
Optimal matching method based on rare plants in opportunistic social networks	10
A fast method based on GPU for solidification structure simulation of continuous casting billets	10
Regularization and the particles-on-demand method for the solution of the discrete Boltzmann equation	10
A new scenario-based robust optimization approach for organ transplantation network design with queue condition and blood compatibility under climate change	10
Manifold learning methods for the diagnosis of ovarian cancer	10
A new metaheuristic approach based on agent systems principles	10
Characteristics of sodium alginate-based hybrid nanofluid and darcy-forchheimer flow induced by stretching surface with thermal radiation and cattaneo–christov heat flux model	10
An Enhanced Pathfinder Algorithm based MCSA for rotor breakage detection of induction motor	10
Classification of obstructive and non-obstructive pulmonary diseases on the basis of spirometry using machine learning techniques	10
A multi-cell Cellular Automata model of traffic flow with emergency vehicles: Effect of a corridor of life and drivers’ behaviour	10
A conservative and stable explicit finite difference scheme for the diffusion equation	10
An adaptive tailored finite point method for the generalized Burgers’ equations	10
Humidity forecasting in a potato plantation using time-series neural models	9
Identification of influential users with cost minimization via an improved moth flame optimization	9
Numerical solution of distributed-order time fractional Klein–Gordon–Zakharov system	9
Nonbistable rectified linear unit-based gain-dissipative Ising spin network with stochastic resonance effect	9
ABFIA: A hybrid algorithm based on artificial bee colony and Fibonacci indicator algorithm	9
TransFlowNet: A physics-constrained Transformer framework for spatio-temporal super-resolution of flow simulations	9
A multi-objective service composition method considering the interests of tri-stakeholders in cloud manufacturing based on an enhanced jellyfish search optimizer	9
Verification of a real-time ensemble-based method for updating earth model based on GAN	9
An automated platform for assembling light-powered hydrogel microrobots and their subsequent chemical binding	9
DGIRM: Discontinuous Galerkin based isogeometric residual minimization for the Stokes problem	9
A new centrality ranking method for multilayer networks	9
Computational analysis of financial system through non-integer derivative	9
The Pegasus workflow management system: Translational computer science in practice	9
A numerical study on the drag reduction and wake regime control of the tandem circular cylinders using splitter plates	9
A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making	9
IBJA: An improved binary DJaya algorithm for feature selection	9
Hybridized random forest with population-based optimization for predicting shear properties of rock fractures	9
Recursive filter based GPU algorithms in a Data Assimilation scenario	9
A deep neural network based framework for restoring the damaged persian pottery via digital inpainting	9
A new survival analysis model in adjuvant Tamoxifen-treated breast cancer patients using manifold-based semi-supervised learning	9
Coefficient identification in a SIS fractional-order modelling of economic losses in the propagation of COVID-19	9
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation	9
Accelerating urban scale simulations leveraging local spatial 3D structure	8

A methodology for thermal simulation of interconnects enabled by model reduction with material property variation	8
Accelerating an iterative eigensolver for nuclear structure configuration interaction calculations on GPUs using OpenACC	8
A new bat algorithm based on a novel topology and its convergence	8
Machine-assisted agent-based modeling: Opening the black box	8
An optimal homotopy continuation method: Convergence and visual analysis	8
A varied density-based clustering algorithm	8
A lattice Boltzmann study on Brownian diffusion and friction of a particle in a confined multicomponent fluid	8
High-fidelity nonlinear low-order unstructured implicit finite-element seismic simulation of important structures by accelerated element-by-element method	8
Optimal number of clusters in explainable data analysis of agent-based simulation experiments	8
Dynamic Hunting Leadership optimization: Algorithm and applications	8
Edge user allocation by FOA in edge computing environment	8
A creative chain coding technique for bi-level image compression inspired by the NetLogo HIV agent-based modeling simulation	8
GPU acceleration and data fitting: Agent-based models of viral infections can now be parameterized in hours	8
OutPyR: Bayesian inference for RNA-Seq outlier detection	8
Simulation of atmospheric cosmic-rays and their impacts based on pre-calculated databases, physical models and computational methods	8
Cubature rules for weakly and fully compressible off-lattice Boltzmann methods	8
Adsorption of furan, hexanoic acid, and alkanes in a hierarchical zeolite at reaction conditions: Insights from molecular simulations	8
An efficient task scheduling in fog computing using improved artificial hummingbird algorithm	8
Computational analysis of one-dimensional models for simulation of blood flow in vascular networks	8
A new adaptive sampling algorithm for big data classification	8
Tailored meshing for parallel 3D electromagnetic modeling using high-order edge elements	8
Development and verification of a high-speed compressible reactive flow solver in OpenFOAM	8
An agent based simulation system for analyzing stress regulation policies at the workplace	8
A lightweight method for evaluating in situ workflow efficiency	8
Speedup deep learning models on GPU by taking advantage of efficient unstructured pruning and bit-width reduction	8
Instability-wave prediction in hypersonic boundary layers with physics-informed neural operators	7
Intelligent optimization of Reference Evapotranspiration (ETo) for precision irrigation	7
AutoPas in ls1 mardyn: Massively parallel particle simulations with node-level auto-tuning	7
Identifying prognostic markers for multiple myeloma through integration and analysis of MMRF-CoMMpass data	7
A meshless fragile points method for the solution of the monodomain model for cardiac electrophysiology simulation	7
Lattice Boltzmann simulation of complex thermal flows via a simplified immersed boundary method	7
Deep-learning based parameter identification enables rationalization of battery material evolution in complex electrochemical systems	7
An uncertainty-quantification framework for assessing accuracy, sensitivity, and robustness in computational fluid dynamics	7
Reformulated Fourier Modal Method with improved near field computations	7
Metaheuristic, models and software for the heterogeneous fleet pickup and delivery problem with split loads	7
Identifying patient-specific root causes with the heteroscedastic noise model	7
A localized distributed algorithm for vertex cover problem	7
Identifying influential nodes based on resistance distance	7
Prediction of the reaction forces of spiral-groove gas journal bearings by artificial neural network regression models	7
Analysis of the electrostatic field distribution to improve the electrospinning process—Practical tips	7
Reconstruction of the local volatility function using the Black–Scholes model	7
Detecting N6-methyladenosine sites from RNA transcriptomes using random forest	7
EB-DEVS: A formal framework for modeling and simulation of emergent behavior in dynamic complex systems	7
Optimal checkpointing for adjoint multistage time-stepping schemes	7
Principal component analysis and manifold learning techniques for the design of brain-computer interfaces based on steady-state visually evoked potentials	7
Non-intrusive polynomial chaos methods for uncertainty quantification in wave problems at high frequencies	7
Understanding mobility in Rome by means of a multiplex network with data	7
Boundary learning by using weighted propagation in convolution network	7
Rational interpolation of the one-way Helmholtz propagator	7
A non-equilibrium bounce-back boundary condition for thermal multispeed LBM	7
Effective strategies of metamodeling and optimization of hot incremental sheet forming process of Ti6Al4Vartificial hip joint component	7
Transfer learning with DWT based clustering for blood pressure estimation of multiple patients	7
The effects of the number of channels and gyroscopic data on the classification performance in EMG data acquired by Myo armband	7
Influence of the grid cell geometry on 3D cellular automata behavior in intergranular corrosion	7
Projecting LBM performance on Exascale class Architectures: A tentative outlook	7
Semantic-aware network embedding via optimized random walk and paragaraph2vec	7
Community detection in multi-relational directional networks	6
A low-storage method consistent with second-order statistics for time-resolved databases of turbulent channel flow up to 6
Thermal radiation impact on chemical reactive flow of micropolar nanomaterial subject to Brownian diffusion and thermophoresis phenomenon	6
A novel global clustering coefficient-dependent degree centrality (GCCDC) metric for large network analysis using real-world datasets	6
Voronoi diagram and Monte-Carlo simulation based finite element optimization for cost-effective 3D printing	6
Fast computation of fractal dimension for 2D, 3D and 4D data	6
Fractal feature analysis based on phase transitions of the Allen–Cahn and Cahn–Hilliard equations	6
Surrogate-assisted finite element model updating for detecting scour depths in a continuous bridge	6
A scenario-based desirability function for correlated multi-response optimization problems considering modeling and implementation errors	6
The role of the cellular automata cell size and time step length in the microstructure evolution model—The static recrystallization case study	6
PythonFOAM: In-situ data analyses with OpenFOAM and Python	6
Application of MGA and EGA algorithms on large-scale linear systems of ordinary differential equations	6
STQCA-FFT: A fast fourier transform architecture using stack-type QCA approach with power and delay reduction	6
Optimizing the hypre solver for manycore and GPU architectures	6
Using dynamic mode decomposition to predict the dynamics of a two-time non-equilibrium Green’s function	6
Two-lane mixed traffic flow model considering lane changing	6
Predicting multidimensional data via tensor learning	6
Hybrid parallel iterative sparse linear solver framework for reservoir geomechanical and flow simulation	6
Time-efficient reformulation of the Lobatto III family of order eight	6
Torus and fixed point attractors of a new hyperchaotic 4D system	6
A parallel methodology using radial basis functions versus machine learning approaches applied to environmental modelling	6
Reduced-communication parallel dynamic mode decomposition	6
Identifying key nodes in interdependent networks based on Supra-Laplacian energy	6
DSMC investigation of rarefied gas flow in a four-sided lid driven cavity: Effect of rarefaction and lid velocities	6
Efficient momentum conservation constrained PDE-LDDMM with Gauss–Newton–Krylov optimization, Semi-Lagrangian Runge–Kutta solvers, and the band-limited parameterization	6
Computational study of the effect of cavity geometry on the supersonic mixing and combustion of ethylene	6
Effect of stenosis growth on blood flow at the bifurcation of the carotid artery	6
Swin-FlowNet: Flow field oriented optimization aided by a CNN and Swin-Transformer based model	6
Efficiency of parallel anisotropic mesh adaptation for the solution of the bidomain model in cardiac tissue	6
A regularization of the parametric integral equation system applied to 2D boundary problems for Laplace’s equation with stability evaluation	6
A Lattice Boltzmann Method for relativistic rarefied flows in (	6
Tutorial applications for Verification, Validation and Uncertainty Quantification using VECMA toolkit	6
A new efficient semi-numerical method with a convergence control parameter for Lane–Emden–Fowler boundary value problem	5
Improving predictive models for rate of penetration in real drilling operations through transfer learning	5
Evolutionary algorithm optimizes screen design for solar cell metallization	5
MaMiCo: Non-local means and POD filtering with flexible data-flow for two-way coupled molecular-continuum HPC flow simulation	5
Ab-initio study on physical properties of intermetallic LiPb compound	5
Computational inverse imaging method by machine learning-informed physical model for electrical capacitance tomography	5
Improvement of attack detection performance on the internet of things with PSO-search and random forest	5