Journal of Computational Science

Article	Citations
Nature-inspired optimization algorithms: Challenges and open problems	203
Combining data assimilation and machine learning to emulate a dynamical model from sparse and noisy observations: A case study with the Lorenz 96 model	111
GGWO: Gaze cues learning-based grey wolf optimizer and its applications for solving engineering problems	67
YUKI Algorithm and POD-RBF for Elastostatic and dynamic crack identification	58
Analysis of electroosmotic flow of silver-water nanofluid regulated by peristalsis using two different approaches for nanofluid	47
Above-ground biomass estimation from LiDAR data using random forest algorithms	40
Cancer modeling: From mechanistic to data-driven approaches, and from fundamental insights to clinical applications	40
Data Learning: Integrating Data Assimilation and Machine Learning	38
Numerical study of the nonlinear anomalous reaction–subdiffusion process arising in the electroanalytical chemistry	38
UQpy: A general purpose Python package and development environment for uncertainty quantification	37
An Artificial Intelligence Model Considering Data Imbalance for Ship Selection in Port State Control Based on Detention Probabilities	35
The MVAPICH project: Transforming research into high-performance MPI library for HPC community	31
Machine learning surrogates for molecular dynamics simulations of soft materials	31
K and starting means for k-means algorithm	30
Managing crowded museums: Visitors flow measurement, analysis, modeling, and optimization	30
Evaluating genetic algorithms through the approximability hierarchy	29
Multi-GPU immersed boundary method hemodynamics simulations	28
UFS-Net: A unified flame and smoke detection method for early detection of fire in video surveillance applications using CNNs	27
Physics-informed echo state networks	27
Wavelet collocation method based on Legendre polynomials and its application in solving the stochastic fractional integro-differential equations	27
A new approach based on Bezier curves to solve path planning problems for mobile robots	26
Machine learning based algorithms for uncertainty quantification in numerical weather prediction models	26
Hybrid meta-heuristic algorithm based deep neural network for face recognition	25
An intelligence-based hybrid PSO-SA for mobile robot path planning in warehouse	24
lbmpy: Automatic code generation for efficient parallel lattice Boltzmann methods	24

Hellinger Distance Weighted Ensemble for imbalanced data stream classification	23
An efficient multi-objective ant colony optimization for task allocation of heterogeneous unmanned aerial vehicles	23
Weighted Ensemble with one-class Classification and Over-sampling and Instance selection (WECOI): An approach for learning from imbalanced data streams	23
Learning-to-augment incorporated noise-robust deep CNN for detection of COVID-19 in noisy X-ray images	23
Dealing with value constraints in decision making using MCDM methods	22
An efficient derivative-free optimization algorithm inspired by avian life-saving manoeuvres	21
Entropy generation analysis during MHD mixed convection flow of non-Newtonian fluid saturated inside the square cavity	21
Reduced order modeling for parameterized time-dependent PDEs using spatially and memory aware deep learning	21
Hybrid heuristic algorithm for cost-efficient QoS aware task scheduling in fog–cloud environment	20
Multiple classification of EEG signals and epileptic seizure diagnosis with combined deep learning	20
Numerical investigation on nanofluid flow between two inclined stretchable walls by Optimal Homotopy Analysis Method	20
A novel potential edge weight method for identifying influential nodes in complex networks based on neighborhood and position	20
High fidelity fluid-structure interaction by radial basis functions mesh adaption of moving walls: A workflow applied to an aortic valve	19
Cross-correlation dynamics and community structures of cryptocurrencies	19
Comparative analysis of centrality measures for identifying critical nodes in complex networks	18
A multidimensional network link prediction algorithm and its application for predicting social relationships	18
Design and modeling an Adaptive Neuro-Fuzzy Inference System (ANFIS) for the prediction of a security index in VANET	18
Bare-Bones Based Sine Cosine Algorithm for global optimization	18
Using Machine Learning at scale in numerical simulations with SmartSim: An application to ocean climate modeling	18
A comparison of combined data assimilation and machine learning methods for offline and online model error correction	18
Partial differential equations discovery with EPDE framework: Application for real and synthetic data	18
Automatic grouping of production data in Industry 4.0: The use case of internal logistics systems based on Automated Guided Vehicles	17
Ab-initio study of Nb-based complex materials: A new class of materials for optoelectronic applications	17
Based on multi-algorithm hybrid method to predict the slope safety factor-- stacking ensemble learning with bayesian optimization	17
Observation data compression for variational assimilation of dynamical systems	17
From Missing Data Imputation to Data Generation	17
Transformation operators based grey wolf optimizer for travelling salesman problem	16
A multiobjective analysis of the potential of scheduling electrical vehicle charging for flattening the duck curve	16
Target recognition and network pharmacology for revealing anti-diabetes mechanisms of natural product	16
An efficient recurrent neural network for defensive Stackelberg game	16
MNERLP-MUL: Merged node and edge relevance based link prediction in multiplex networks	15
Computational modeling of extreme wildland fire events: A synthesis of scientific understanding with applications to forecasting, land management, and firefighter safety	15
Novel approximate solution for fractional differential equations by the optimal variational iteration method	15
Diagnosis of lung cancer using hybrid deep neural network with adaptive sine cosine crow search algorithm	15
Topology-based characterization of chemically-induced pore space changes using reduction of 3D digital images	15
LACE: Inference of cancer evolution models from longitudinal single-cell sequencing data	14
Effective RNN-Based Forecasting Methodology Design for Improving Short-Term Power Load Forecasts: Application to Large-Scale Power-Grid Time Series	14
Solving fractional optimal control problems with inequality constraints by a new kind of Chebyshev wavelets method	14
Optimal allocation of energy storage system and its benefit analysis for unbalanced distribution network with wind generation	14
On the computational complexity of Dempster’s Rule of combination, a parallel computing approach	14
Application of reactive power compensation algorithm for large-scale street lighting	14
Adaptive complete synchronization of two complex networks with uncertain parameters, structures, and disturbances	14
Flow through time–evolving porous media: Swelling and erosion	14
Simplifying approach to node classification in Graph Neural Networks	14
On uncertainty quantification via the ensemble of independent numerical solutions	14
Modeling non-Newtonian magnetized blood circulation with tri-nanoadditives in a charged artery	14
An improved RRT* algorithm for robot path planning based on path expansion heuristic sampling	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
Multi-strategy modified INFO algorithm: Performance analysis and application to functional electrical stimulation system	13
Deep reinforcement learning for computational fluid dynamics on HPC systems	13

Fully-automated deep learning pipeline for segmentation and classification of breast ultrasound images	13
The virtual assay software for human in silico drug trials to augment drug cardiac testing	13
Lattice-Boltzmann coupled models for advection–diffusion flow on a wide range of Péclet numbers	13
Simultaneous occurrences and false-positives analysis in discrete event dynamic systems	13
A new alternating iteration strategy based on the proper orthogonal decomposition for solving large-scaled transient nonlinear heat conduction problems	12
Explosive synchronization in multilayer dynamically dissimilar networks	12
Cellular automata model for Urban Road traffic flow Considering Internet of Vehicles and emergency vehicles	12
Stability analysis of a three species food chain model with linear functional response via imprecise and parametric approach	12
The extensible Data-Brain model: Architecture, applications and directions	12
Accelerating linear solvers for Stokes problems with C++ metaprogramming	12
A PSO task scheduling and IT2FCM fuzzy data placement strategy for scientific cloud workflows	12
An optimal decomposition method for analytical and numerical solution of third-order Emden–Fowler type equations	12
Evolutionary Rao algorithm	12
Features fusion based link prediction in dynamic neworks	12
Validation of XAI explanations for multivariate time series classification in the maritime domain	12
Analysis and comparison of centrality measures applied to urban networks with data	12
Federated Learning for improved prediction of failures in Autonomous Guided Vehicles	12
BSense: A parallel Bayesian hyperparameter optimized Stacked ensemble model for breast cancer survival prediction	12
Temporal convolutional networks and transformers for classifying the sleep stage in awake or asleep using pulse oximetry signals	12
Electronic transport through molecules containing pyrimidine units: First-principles calculations	12
Multi-robot cooperation and path planning for stick transporting using improved Q-learning and democratic robotics PSO	11
Numerical solution of phase change heat transfer problems by effective heat capacity model and element differential method	11
Global stability and numerical simulation of a mathematical model of stem cells therapy of HIV-1 infection	11
PalaCell2D: A framework for detailed tissue morphogenesis	11
Remaining useful life prediction in prognostics using multi-scale sequence and Long Short-Term Memory network⋆	11
Timing the race of vaccination, new variants, and relaxing restrictions during COVID-19 pandemic	11
Parallel computing strategies for Sanitized Teaching Learning Based Optimization	11
New online reinsertion approaches for a dynamic Dial-a-Ride Problem	11
The impact of Sea level rise in the guadiana estuary	11
Contact patterns and influenza outbreaks in Russian cities: A proof-of-concept study via agent-based modeling	11
An ensemble approach to maximize metal removal rate for chatter free milling	11
Clustering of graphs using pseudo-guided random walk	11
Selection of dispatching rules evolved by genetic programming in dynamic unrelated machines scheduling based on problem characteristics	11
Fast data assimilation (FDA): Data assimilation by machine learning for faster optimize model state	11
A centrality model for directed graphs based on the Two-Way-Random Path and associated indices for characterizing the nodes	11
Principles, technologies, and time: The translational journey of the HTCondor-CE	10
A conservative and stable explicit finite difference scheme for the diffusion equation	10
Managing non-trivial internet-of-things systems with conversational assistants: A prototype and a feasibility experiment	10
An ordered-fuzzy-numbers-driven approach to the milk-run routing and scheduling problem	10
Fractional analysis of Jeffrey fluid over a vertical plate with time-dependent conductivity and diffusivity: A low-cost spectral approach	10
Discrete equilibrium optimizer combined with simulated annealing for feature selection	10
Harvis: an interactive virtual reality tool for hemodynamic modification and simulation	10
Uncertainty quantification of dynamical systems by a POD–Kriging surrogate model	10
Modeling information propagation in high-order networks based on explicit–implicit relationship	10
Towards efficient GPGPU Cellular Automata model implementation using persistent active cells	10
A macroscopic traffic model based on transition velocities	10
On the incorporation of obstacles in a fluid flow problem using a Navier–Stokes–Brinkman penalization approach	10
Regularization and the particles-on-demand method for the solution of the discrete Boltzmann equation	10
Probing into bifurcation for fractional-order BAM neural networks concerning multiple time delays	10
Dual Beetle Antennae Search system for optimal planning and robust control of 5-link biped robots	10
Characterizing, Modeling, and Accurately Simulating Power and Energy Consumption of I/O-intensive Scientific Workflows	10
Formal techniques for consistency checking of orchestrations of semantic Web services	10
The use of space-splitting RBF-FD technique to simulate the controlled synchronization of neural networks arising from brain activity modeling in epileptic seizures	9
A neighborhood link sensitive dismantling method for social networks	9
Assessment of groundwater arsenic contamination level in Jharkhand, India using machine learning	9
Recursive filter based GPU algorithms in a Data Assimilation scenario	9
Improved red fox optimizer with fuzzy theory and game theory for task scheduling in cloud environment	9
Optimal matching method based on rare plants in opportunistic social networks	9
A fast method based on GPU for solidification structure simulation of continuous casting billets	9
A new scenario-based robust optimization approach for organ transplantation network design with queue condition and blood compatibility under climate change	9
Technical solution to counter potential crime: Text analysis to detect fake news and disinformation	9
Classification of obstructive and non-obstructive pulmonary diseases on the basis of spirometry using machine learning techniques	9
A new metaheuristic approach based on agent systems principles	9
A point interpolation algorithm resulting from weighted linear regression	9
Machine-assisted agent-based modeling: Opening the black box	8
DGIRM: Discontinuous Galerkin based isogeometric residual minimization for the Stokes problem	8
Optimizing free parameters in the D3Q19 Multiple-Relaxation lattice Boltzmann methods to simulate under-resolved turbulent flows	8
High-fidelity nonlinear low-order unstructured implicit finite-element seismic simulation of important structures by accelerated element-by-element method	8
An agent based simulation system for analyzing stress regulation policies at the workplace	8
A fault-tolerant hybrid resource allocation model for dynamic computational grid	8
A creative chain coding technique for bi-level image compression inspired by the NetLogo HIV agent-based modeling simulation	8
Transfer learning-based UWB indoor localization using MHT-MDC and clusterization-based sparse fingerprinting	8
The Pegasus workflow management system: Translational computer science in practice	8
Manifold learning methods for the diagnosis of ovarian cancer	8
Optimizing deep neuro-fuzzy classifier with a novel evolutionary arithmetic optimization algorithm	8
A novel numerical approach and stability analysis for a class of pantograph delay differential equation	8
A passenger model for simulating boarding and alighting in spatially confined transportation scenarios	8
Unit and regression tests of scientific software: A study on SWMM	8
Cubature rules for weakly and fully compressible off-lattice Boltzmann methods	8
Real-time mobile sensor management framework for city-scale environmental monitoring	7

Boundary learning by using weighted propagation in convolution network	7
A non-equilibrium bounce-back boundary condition for thermal multispeed LBM	7
EB-DEVS: A formal framework for modeling and simulation of emergent behavior in dynamic complex systems	7
OutPyR: Bayesian inference for RNA-Seq outlier detection	7
An automated platform for assembling light-powered hydrogel microrobots and their subsequent chemical binding	7
A diffusion algorithm based on P systems for continuous global optimization	7
An Enhanced Pathfinder Algorithm based MCSA for rotor breakage detection of induction motor	7
Influence of the grid cell geometry on 3D cellular automata behavior in intergranular corrosion	7
Generalization of change-point detection in time series data based on direct density ratio estimation	7
An uncertainty-quantification framework for assessing accuracy, sensitivity, and robustness in computational fluid dynamics	7
Weak Constraint Gaussian Processes for optimal sensor placement	7
A lightweight method for evaluating in situ workflow efficiency	7
Six degrees of freedom flight simulation of tilt-rotor aircraft with nacelle conversion	7
A lattice Boltzmann study on Brownian diffusion and friction of a particle in a confined multicomponent fluid	7
An Introduction to Temporal Optimisation using a Water Management Problem	7
An improved pathfinder algorithm using opposition-based learning for tasks scheduling in cloud environment	7
A methodology for thermal simulation of interconnects enabled by model reduction with material property variation	7
AutoPas in ls1 mardyn: Massively parallel particle simulations with node-level auto-tuning	7
A multi-cell Cellular Automata model of traffic flow with emergency vehicles: Effect of a corridor of life and drivers’ behaviour	7
Comparison of variational iteration and Adomian decomposition methods to solve growth, aggregation and aggregation-breakage equations	7
GPU acceleration and data fitting: Agent-based models of viral infections can now be parameterized in hours	7
Enhancing demographic coverage of hurricane evacuation behavior modeling using social media	7
ABFIA: A hybrid algorithm based on artificial bee colony and Fibonacci indicator algorithm	7
Communication-efficient hierarchical distributed optimization for multi-agent policy evaluation	7
Computational analysis of one-dimensional models for simulation of blood flow in vascular networks	7
Edge user allocation by FOA in edge computing environment	7
Numerical solution of distributed-order time fractional Klein–Gordon–Zakharov system	7
Development and verification of a high-speed compressible reactive flow solver in OpenFOAM	7
A deep neural network based framework for restoring the damaged persian pottery via digital inpainting	7
Memory effect on prey–predator dynamics: Exploring the role of fear effect, additional food and anti-predator behaviour of prey	6
Humidity forecasting in a potato plantation using time-series neural models	6
The role of the cellular automata cell size and time step length in the microstructure evolution model—The static recrystallization case study	6
A Lattice Boltzmann Method for relativistic rarefied flows in (	6
Unveil stock correlation via a new tensor-based decomposition method	6
Parametric schemes for the simulation of the advection process in finite-difference-based single-relaxation-time lattice Boltzmann methods	6
Identifying prognostic markers for multiple myeloma through integration and analysis of MMRF-CoMMpass data	6
Reconstruction of the local volatility function using the Black–Scholes model	6
Effective strategies of metamodeling and optimization of hot incremental sheet forming process of Ti6Al4Vartificial hip joint component	6
Toward exascale design of soft mesoscale materials	6
A scenario-based desirability function for correlated multi-response optimization problems considering modeling and implementation errors	6
A new adaptive sampling algorithm for big data classification	6
Principal component analysis and manifold learning techniques for the design of brain-computer interfaces based on steady-state visually evoked potentials	6
Semantic-aware network embedding via optimized random walk and paragaraph2vec	6
Identifying patient-specific root causes with the heteroscedastic noise model	6
Using dynamic mode decomposition to predict the dynamics of a two-time non-equilibrium Green’s function	6
Voronoi diagram and Monte-Carlo simulation based finite element optimization for cost-effective 3D printing	6
Predicting multidimensional data via tensor learning	6
A numerical study on the drag reduction and wake regime control of the tandem circular cylinders using splitter plates	6
Predictive models development using gradient boosting based methods for solar power plants	6
Accelerating urban scale simulations leveraging local spatial 3D structure	6
Four-factor model of Quanto CDS with jumps-at-default and stochastic recovery	6
Identification of influential users with cost minimization via an improved moth flame optimization	6
Projecting LBM performance on Exascale class Architectures: A tentative outlook	6
Accelerating an iterative eigensolver for nuclear structure configuration interaction calculations on GPUs using OpenACC	6
Optimizing the hypre solver for manycore and GPU architectures	6
A new centrality ranking method for multilayer networks	6
A meshless fragile points method for the solution of the monodomain model for cardiac electrophysiology simulation	6
Analysis of the electrostatic field distribution to improve the electrospinning process—Practical tips	6
The effects of the number of channels and gyroscopic data on the classification performance in EMG data acquired by Myo armband	6
A machine learning framework for identifying influenza pneumonia from bacterial pneumonia for medical decision making	6
Verification of a real-time ensemble-based method for updating earth model based on GAN	6