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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Computations in Mathematics, Mathematical Education, and Science
edited by
submission deadline 30 Sep 2024 | 6 articles | Viewed by 12372 | Submission Open
Keywords: mathematics; education; science; research; digital computation; curriculum development; online programs; teacher preparation
Mathematical Modeling and Study of Nonlinear Dynamic Processes submission deadline 31 Oct 2024 | 15 articles | Viewed by 27656 | 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)
Recent Advances and Future Developments in the Modeling of Groundwater Flow and Contaminant Transport
edited by , , and Riccardo Pinardi
submission deadline 15 Nov 2024 | Viewed by 159 | Submission Open
Keywords: groundwater contamination modeling; groundwater immiscible flow; multiphase flow; DNAPL/LNAPL migration/extraction; numerical simulations; numerical methods; high-resolution shock-capturing methods; mathematical modeling; water resources; groundwater remediation; variably saturated zones; free product pumping; oil spill
(This special issue belongs to the Section Computational Engineering)
Artificial Intelligence Applications in Public Health submission deadline 30 Nov 2024 | 3 articles | Viewed by 6803 | Submission Open
Keywords: artificial intelligence; public health; computation; disease surveillance; predictive modeling; health systems optimization; public health informatics; data-driven medicine
Emerging Applications in Web Behavior Mining and Analysis in Preparation for Disease X
edited by
submission deadline 15 Dec 2024 | 1 articles | Viewed by 2462 | 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)
Computational Approaches for Manufacturing
edited by Lichao Fang
submission deadline 15 Dec 2024 | Viewed by 186 | 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)
Synergy between Multiphysics/Multiscale Modeling and Machine Learning
edited by Adnan Ibrahimbegovic
submission deadline 15 Dec 2024 | Viewed by 41 | 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)
Graph Theory and Its Applications in Computing submission deadline 31 Dec 2024 | 11 articles | Viewed by 23120 | 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 5848 | 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 | 1 articles | Viewed by 1936 | 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 185 | 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 132 | 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 119 | 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 1511 | 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 903 | 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 | Viewed by 257 | Submission Open
(This special issue belongs to the Section Computational Biology)
Computational Methods in Structural Engineering submission deadline 28 Feb 2025 | 6 articles | Viewed by 10109 | 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 | 3 articles | Viewed by 2995 | 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 44 | 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)
Computational Social Science and Complex Systems—2nd Edition submission deadline 30 Apr 2025 | 1 articles | Viewed by 741 | 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)
Nonlinear System Modelling and Control
edited by Chathura Wanigasekara
submission deadline 30 Apr 2025 | 1 articles | Viewed by 681 | 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)
Recent Advances on Computational Linguistics and Natural Language Processing submission deadline 30 Apr 2025 | Viewed by 130 | 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)
Monitoring of Subsurface Fluid Flow Based on Computational Models
edited by Martha Lien and Trond Mannseth
submission deadline 15 Oct 2025 | Viewed by 24 | 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)
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