Special Issues

Computation publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Emerging Applications in Web Behavior Mining and Analysis in Preparation for Disease X
edited by
submission deadline 15 Dec 2024 | 1 articles | Viewed by 2851 | Submission Open
Keywords: Disease X; COVID-19; MPox; web behavior; big data; data mining; data analytics; data science; machine learning; artificial intelligence
(This special issue belongs to the Section Computational Engineering)
Synergy between Multiphysics/Multiscale Modeling and Machine Learning
edited by Adnan Ibrahimbegovic
submission deadline 15 Dec 2024 | 1 articles | Viewed by 1001 | Submission Open
Keywords: heterogeneous materials; complex structures; multibody systems; machine learning; biomechanics; material and structure failures; adaptive modeling; mechanics of porous media; fluid-structure interaction; multi-phase flows; wave propagation; stochastic processes; uncertainty propagation
(This special issue belongs to the Section Computational Engineering)
Computational Approaches for Manufacturing
edited by Lichao Fang
submission deadline 15 Dec 2024 | Viewed by 312 | Submission Open
Keywords: multiphysics modeling; data-driven modeling; additive manufacturing; welding; casting; image processing; process– structure property
(This special issue belongs to the Section Computational Engineering)
Graph Theory and Its Applications in Computing submission deadline 31 Dec 2024 | 11 articles | Viewed by 26196 | Submission Open
(This special issue belongs to the Section Computational Engineering)
Computational Advances in Aerospace Engineering: Modeling, Simulation and Aerospace Systems Testing
edited by
submission deadline 31 Dec 2024 | 2 articles | Viewed by 6687 | Submission Open
Keywords: aerospace engineering; modeling; simulation; aerospace systems; artificial intelligence; control systems and algorithms; processing of measurement results; motion of aerospace systems
(This special issue belongs to the Section Computational Engineering)
Computational Approaches in Corporate Finance, Risk Management and Financial Markets submission deadline 31 Dec 2024 | 3 articles | Viewed by 4132 | Submission Open
Keywords: deep learning; early warning models; artificial neural networks; multi-criteria decision-making methods; volatility forecasts; risk spillover; copulas; minimum spanning tree; transfer entropy; wavelet coherence analysis
Computational Intelligence for Cybersecurity Applications submission deadline 31 Dec 2024 | Viewed by 250 | Submission Open
Keywords: computational intelligence; cybersecurity applications; intrusion detection systems; malware detection; evolutionary algorithms; threat intelligence; data privacy; adversarial attacks
(This special issue belongs to the Section Computational Engineering)
Data Analysis and Intelligent Decision-Making in Industrial Production
edited by Rym M'Hallah and Yacine Laalaoui
submission deadline 1 Jan 2025 | Viewed by 204 | Submission Open
Keywords: industrial production; responsive manufacturing; machine and reinforcement learning; data analysis; intelligent data-driven decision making
(This special issue belongs to the Section Computational Engineering)
Deep Learning Based Hybrid Modelling of Poromechanics and Fluid Dynamics
edited by Leonid B. Sheremetov and Caterina Millevoi
submission deadline 15 Jan 2025 | Viewed by 179 | Submission Open
Keywords: coupled hydro-poromechanics; hybrid modeling; deep learning; data-driven scientific computing; fluid flow modeling; neural operator; partial differential equations; physics-informed neural networks; real-life applications; reservoir simulation
(This special issue belongs to the Section Computational Engineering)
Computational Medical Image Analysis—2nd Edition
edited by
submission deadline 31 Jan 2025 | 2 articles | Viewed by 2591 | Submission Open
Keywords: computational imaging; medical imaging; anatomical imaging; functional imaging; machine learning; neural networks; digital pathology
(This special issue belongs to the Section Computational Biology)
Quantitative Finance and Risk Management Research: 2nd Edition submission deadline 31 Jan 2025 | 1 articles | Viewed by 1943 | Submission Open
Keywords: quantitative finance; risk management research; credit risk; financial crisis
(This special issue belongs to the Section Computational Social Science)
Application of Biomechanical Modeling and Simulation submission deadline 31 Jan 2025 | 1 articles | Viewed by 1126 | Submission Open
(This special issue belongs to the Section Computational Biology)
Computational Methods in Structural Engineering submission deadline 28 Feb 2025 | 7 articles | Viewed by 12420 | Submission Open
Keywords: structural engineering; computational methods; FEM; finite element analysis; optimization
(This special issue belongs to the Section Computational Engineering)
Post-Modern Computational Fluid Dynamics submission deadline 28 Feb 2025 | 5 articles | Viewed by 6234 | Submission Open
Keywords: CFD techniques; CFD applications; design optimization; flow control; reduced-order modeling; machine learning
Multi-Omics for Diagnosing Diseases: Bioinformatics Approaches and Integrative Data Analyses submission deadline 28 Feb 2025 | Viewed by 150 | Submission Open
Keywords: bioinformatics; computer hardware; software; and methods; first-/second-/third-generation sequencing; clinical genomics; mendelian diseases; whole-exome sequencing; evolutionary and comparative genomics; whole-genome sequencing; multi-omics; microbiome diseases
(This special issue belongs to the Section Computational Biology)
Mathematical Modeling and Study of Nonlinear Dynamic Processes submission deadline 30 Apr 2025 | 16 articles | Viewed by 31156 | Submission Open
Keywords: nonlinear dynamics; regular and chaotic dynamics; mathematical modeling; poisson stability; recurrent motions; lyapunov exponents; numerical methods
(This special issue belongs to the Section Computational Engineering)
Nonlinear System Modelling and Control
edited by Chathura Wanigasekara
submission deadline 30 Apr 2025 | 2 articles | Viewed by 1653 | Submission Open
Keywords: adaptive control; robust control; data-driven modelling; sliding mode control; model predictive control (MPC); fuzzy logic modelling; neural network modelling; networked control systems; hybrid systems; nonlinear observer design; optimal control; lyapunov-based modelling; nonlinear system reduction; time delay systems; applications of nonlinear system modelling and control
(This special issue belongs to the Section Computational Engineering)
Computational Social Science and Complex Systems—2nd Edition submission deadline 30 Apr 2025 | 1 articles | Viewed by 1106 | Submission Open
Keywords: computational social science; complex systems; big data; social networks; machine learning; natural language processing
(This special issue belongs to the Section Computational Social Science)
Recent Advances on Computational Linguistics and Natural Language Processing submission deadline 30 Apr 2025 | Viewed by 411 | Submission Open
Keywords: computational linguistics; natural language processing; machine learning; deep learning; multilingual  NLP; ethical  AI; language models
(This special issue belongs to the Section Computational Social Science)
Generative AI in Action: Trends, Applications, and Implications
edited by Xin Gu and
submission deadline 15 Jun 2025 | Viewed by 130 | Submission Open
Keywords: generative AI; machine learning; natural language processing; large language models; data engineering
Kinematics, Dynamics and Control for Rehabilitation Robotics and Prostheses submission deadline 30 Jun 2025 | Viewed by 248 | Submission Open
Keywords: kinematic analysis; dynamic modeling; mathematical methods; collaborative simulation; motion control; rehabilitation robotics; robotic prosthesis; exoskeletons
(This special issue belongs to the Section Computational Engineering)
Advances in Computational Methods for Fluid Flow submission deadline 30 Jun 2025 | Viewed by 232 | Submission Open
Keywords: computational fluid dynamics (CFD); fluid flow; numerical methods; machine learning; high-performance computing; multiphysics modeling; experimental validation
(This special issue belongs to the Section Computational Engineering)
Advanced Topology Optimization: Methods and Applications
edited by Yun-Fei Fu
submission deadline 30 Jun 2025 | Viewed by 191 | Submission Open
Keywords: topology optimization theory; light-weight design; design for manufacturing; lattice structure design; multi-physics problems; large-scale optimization problems; software development; novel furniture design; finite element analysis of topologically optimized designs; AI-based topology optimization
Applications of Intelligent Computing and Modeling in Construction Engineering
edited by , and Bartłomiej Sroka
submission deadline 30 Sep 2025 | Viewed by 94 | Submission Open
Keywords: intelligent computing; construction engineering; artificial intelligence (AI); machine learning (ML); structural analysis; predictive modeling; optimization algorithms; building information modeling (BIM); automation in construction; sustainable construction
Monitoring of Subsurface Fluid Flow Based on Computational Models
edited by Martha Lien and Trond Mannseth
submission deadline 15 Oct 2025 | Viewed by 137 | Submission Open
Keywords: machine learning; multi-physics inversion; uncertainty quantification; data assimilation; numerical modelling; subsurface flow simulations; geophysical data; bayesian methods; artificial intelligence; seismics; gravimetry; electromagnetics
(This special issue belongs to the Section Computational Engineering)
Theoretical Advances and Applications of the Interplay of Dynamic Programming and Evolutionary Computation
edited by
submission deadline 31 Oct 2025 | Viewed by 26 | Submission Open
Keywords: dynamic programming; predictive control; rolling horizon control; Q-learning; evolutionary computation; metaheuristics; hybrid algorithms
(This special issue belongs to the Section Computational Engineering)
Artificial Intelligence Applications in Public Health: 2nd Edition submission deadline 31 Oct 2025 | Viewed by 23 | Submission Open
Keywords: artificial intelligence; public health; computation; disease surveillance; predictive modeling; health systems optimization; public health informatics; data-driven medicine
Moving Object Detection Using Computational Methods and Modeling
edited by , and David E Mkrtichian
submission deadline 31 Dec 2025 | Viewed by 50 | Submission Open
Keywords: computational methods; motion detection; object tracking; mathematical modeling; machine vision; image and pattern recognition
(This special issue belongs to the Section Computational Engineering)
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