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Mathematics 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 policies 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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Evolutionary Computation for Feature Selection and Dimensionality Reduction
edited by , Yong Zhang, and Ferrante Neri
submission deadline 31 Mar 2026 | 4 articles | Viewed by 10674 | Submission Open
Keywords: feature selection; feature map selection; learning-based optimization; dimensionality reduction; swarm intelligence optimization; evolutionary computation; learning-based feature selection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Algorithm Theory and Computer Networks submission deadline 31 Mar 2026 | 1 articles | Viewed by 10455 | Submission Open
Keywords: algorithm theory; computer networks; machine learning in computer networks; distributed combinatorial optimization; algorithmic foundations of next-generation network architectures
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Statistical Forecasting: Theories, Methods and Applications
edited by
submission deadline 31 Mar 2026 | 5 articles | Viewed by 10235 | Submission Open
Keywords: statistical forecasting; predictive modeling; Bayesian statistics; distribution theory and its applications; risk forecasting; financial statistics
(This special issue belongs to the Section D1: Probability and Statistics)
Artificial Intelligence and Algorithms
edited by Fuhsing Wang
submission deadline 31 Mar 2026 | 5 articles | Viewed by 10124 | Submission Open
Keywords: machine learning; deep learning; neural networks; natural language processing; computer vision; adaptive learning systems; big data; algorithm optimization; cognitive computing
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modelling and Statistical Methods of Quality Engineering
edited by Changyun Lin
submission deadline 31 Mar 2026 | 3 articles | Viewed by 9524 | Submission Open
Keywords: machine learning; statistical process control; design of experiments; reliability analysis; data analysis; computer science
(This special issue belongs to the Section D1: Probability and Statistics)
Geometric Function Theory and Applications―Festschrift for Grigore-Stefan Salagean's 75th Birthday submission deadline 31 Mar 2026 | 7 articles | Viewed by 9497 | Submission Open
Keywords: geometric function theory; complex analysis; special functions
(This special issue belongs to the Section B: Geometry and Topology)
Advanced Theories and Novel Methods for Nonlinear Analysis, Optimization and Applications
edited by and Yousuke Araya
submission deadline 31 Mar 2026 | 8 articles | Viewed by 9390 | Submission Open
Keywords: fixed point theory; best proximity point theory; fractional integro-differential equation; finite element method; algorithms; vector optimization problems; set-valued optimization problems; dynamical system; computational intelligence; image and signal processing; inverse and ill-posed problems; convex and nonconvex optimization problems; machine learning; data analytics
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Design Theory, Combinatorial Algebraic Geometry and Applications submission deadline 31 Mar 2026 | 6 articles | Viewed by 9333 | Submission Open
Keywords: designs; resolvable decompositions; Steiner systems; Hilbert functions; fat points; symbolic and regular powers of ideals: Waldschmidt constant and resurgence
(This special issue belongs to the Section B: Geometry and Topology)
Mathematical Applications in Computer Graphics
edited by and
submission deadline 31 Mar 2026 | 5 articles | Viewed by 7882 | Submission Open
Keywords: geometric and solid modeling; visual analytics; computational geometry; numerical methods in graphics; machine learning and AI in graphics; geometry-based machine learning models; deep learning for surface reconstruction and optimization; graph convolutional networks for graphics
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Explainable and Trustworthy AI Models for Data Analytics
edited by Rajaraman Kanagasabai
submission deadline 31 Mar 2026 | 3 articles | Viewed by 7864 | Submission Open
Keywords: explainable AI; trustworthy AI; data analytics; machine learning; explainable models; model trustworthiness; mathematical optimization
(This special issue belongs to the Section E1: Mathematics and Computer Science)
New Advances in Mathematical Economics and Financial Modelling
edited by Fernando Henrique Antunes De Araújo
submission deadline 31 Mar 2026 | 4 articles | Viewed by 7837 | Submission Open
Keywords: mathematical modelling; statistical physics; econophysics; economics and finance
(This special issue belongs to the Section E5: Financial Mathematics)
Mathematics and Its Applications in Science and Engineering, 3rd Edition submission deadline 31 Mar 2026 | 4 articles | Viewed by 7834 | Submission Open
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advanced Research in Functional Analysis and Operator Theory
edited by Claudio H. Morales
submission deadline 31 Mar 2026 | 5 articles | Viewed by 7827 | Submission Open
Keywords: geometric fixed-point theory in Banach spaces; nonlinear operator theory; differential and integral equations; functional analysis
(This special issue belongs to the Section C1: Difference and Differential Equations)
Innovations in High-Performance Computing
edited by and
submission deadline 31 Mar 2026 | 2 articles | Viewed by 6573 | Submission Open
Keywords: high-performance computing; computing paradigms; algorithm; exascale computing; digital twinning; neuromorphic computing; edge computing
(This special issue belongs to the Section E: Applied Mathematics)
Queue and Stochastic Models for Operations Research, 3rd Edition
edited by
submission deadline 31 Mar 2026 | 5 articles | Viewed by 6572 | Submission Open
Keywords: stochastic models; matrix analytic methods; asymptotic analysis of queueing models; game theoretic analysis of queues; fluid and diffusion limits; large deviation analysis of queues; stochastic analysis of risk models; matching queues; multidimensional Markov chains; novel queueing models in applications; stochastic analysis of machine learning systems
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Nonlinear Dynamics and Control: Challenges and Innovations
edited by
submission deadline 31 Mar 2026 | 5 articles | Viewed by 6318 | Submission Open
Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems
(This special issue belongs to the Section C2: Dynamical Systems)
Statistical Methods and Applications in Genetics and Genomics
edited by Zilin Li and Xihao Li
submission deadline 31 Mar 2026 | 2 articles | Viewed by 5965 | Submission Open
Keywords: statistical genetics and genomics; multi-omics; biostatistics; bioinformatics; computational biology
(This special issue belongs to the Section D1: Probability and Statistics)
Analytical Methods and Qualitative Analysis for Differential Equations
edited by Fengping Yao
submission deadline 31 Mar 2026 | 9 articles | Viewed by 5860 | Submission Open
Keywords: partial differential equations; ordinary differential equations; nonlinear dynamical systems; harmonic analysis; soliton theory; mathematical physics; fluid mechanics; integrable system; exact solutions; analytical methods and qualitative analysis for differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Mathematics Methods in Image Processing and Computer Vision
edited by Yuwu Lu
submission deadline 31 Mar 2026 | 4 articles | Viewed by 5799 | Submission Open
Keywords: pattern recognition and machine learning; image processing and computer vision; biometric recognition; feature extraction and feature selection; cross-modal learning; optimization and learning methods; medical image analysis; document analysis and recognition
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Quantitative Finance with Mathematical Modelling
edited by , , and Anthony Graham Bellotti
submission deadline 31 Mar 2026 | 1 articles | Viewed by 5271 | Submission Open
Keywords: quantitative finance; risk management; portfolio management; time series analysis; Bayesian analysis; quantitative trading; algorithm trading; financial risk; portfolio optimization; game theory in finance
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Numerical Methods for Differential Equations: Recent Developments, Analysis and Applications
edited by Baccouch Mahboub
submission deadline 31 Mar 2026 | 3 articles | Viewed by 5157 | Submission Open
Keywords: numerical methods; numerical analysis; scientific computing; computational mathematics; applied mathematics; differential equations; finite element methods; applications
(This special issue belongs to the Section E: Applied Mathematics)
Advancements in Nonlinear Control Strategies
edited by
submission deadline 31 Mar 2026 | 3 articles | Viewed by 4791 | Submission Open
Keywords: nonlinear analysis; control theory; system dynamics; stability analysis; dynamic stability; nonlinear control; robust control; applications in engineering; intelligent control techniques; mathematical modeling; complex systems; uncertainties and disturbances
(This special issue belongs to the Section C2: Dynamical Systems)
Computational Intelligence for Complex Systems
edited by
submission deadline 31 Mar 2026 | 1 articles | Viewed by 4056 | Submission Open
Keywords: network science; complex systems; machine learning; reservoir computing; econophysics; social networks; markets; smart agriculture
(This special issue belongs to the Section E: Applied Mathematics)
Codes, Designs, Cryptography and Optimization, 3rd Edition
edited by
submission deadline 31 Mar 2026 | 2 articles | Viewed by 3936 | Submission Open
Keywords: association schemes; block design; cryptosystems; difference sets; Hadamard matrices; Latin squares; lattices; matroids; networks; orthogonal arrays
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Analytical Frameworks and Methods for Cybersecurity, 2nd Edition
edited by
submission deadline 31 Mar 2026 | 2 articles | Viewed by 3834 | Submission Open
Keywords: Cybersecurity; Cyber– physical systems; Cyber persona; Influence operations; Attack modelling; Situational awareness; Intrusion detection; Classification; Forensics; Risk management; Resilience; Coding; Cryptography; Artificial intelligence; Deep learning   TRANSLATE with x English Arabic Hebrew Polish Bulgarian Hindi Portuguese Catalan Hmong Daw Romanian Chinese Simplified Hungarian Russian Chinese Traditional Indonesian Slovak Czech Italian Slovenian Danish Japanese Spanish Dutch Klingon Swedish English Korean Thai Estonian Latvian Turkish Finnish Lithuanian Ukrainian French Malay Urdu German Maltese Vietnamese Greek Norwegian Welsh Haitian Creole Persian   //   TRANSLATE with COPY THE URL BELOW Back EMBED THE SNIPPET BELOW IN YOUR SITE Enable collaborative features and customize widget: Bing Webmaster Portal Back //     This page is in English   Translate to Simplified Chinese         Afrikaans Albanian Amharic Arabic Armenian Azerbaijani Bengali Bulgarian Catalan Croatian Czech Danish Dutch English Estonian Finnish French German Greek Gujarati Haitian Creole Hebrew Hindi Hungarian Icelandic Indonesian Italian Japanese Kannada Kazakh Khmer Korean Kurdish (Kurmanji) Lao Latvian Lithuanian Malagasy Malay Malayalam Maltese Maori Marathi Myanmar (Burmese) Nepali Norwegian Pashto Persian Polish Portuguese Punjabi Romanian Russian Samoan Simplified Chinese Slovak Slovenian Spanish Swedish Tamil Telugu Thai Traditional Chinese Turkish Ukrainian Urdu Vietnamese Welsh   Always translate English to Simplified Chinese Never translate English Never translate admin.mdpi.com
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Artificial Intelligence Applications with Advanced Mathematical Methods
edited by Xin Sun and
submission deadline 31 Mar 2026 | 3 articles | Viewed by 3747 | Submission Open
Keywords: advanced algorithms in machine learning; advanced mathematical applications; artificial neural networks; mathematics for explainable AI; advanced algorithms in big data analysis and data mining; optimization techniques in knowledge-based systems; computation-efficient AI in natural language processing; computation-efficient AI in computer vision; computation-efficient AI in information security; computation-efficient AI in smart healthcare; computation-efficient AI in intelligent applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Intelligent Operations, Game Analysis and Decision Making in Platform-Based Supply Chains
edited by
submission deadline 31 Mar 2026 | 4 articles | Viewed by 3706 | Submission Open
Keywords: platform-based supply chain; decision making; game analysis; mathematical models; intelligent operations; strategic interactions; operation optimization; platform-retail ecosystems
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Future Technologies and Models for Integrated Transportation and Intelligent Transportation Networks
edited by Chenyu Huang, and Trung Thanh Nguyen
submission deadline 31 Mar 2026 | 2 articles | Viewed by 3657 | Submission Open
Keywords: intelligent transportation systems; multimodal transportation; transportation network; algorithms; mathematical methods; optimization; data fusion; machine learning; edge computing; digital twins
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Geometric Topology and Differential Geometry with Applications submission deadline 31 Mar 2026 | 3 articles | Viewed by 3414 | Submission Open
Keywords: manifolds; curvature; geometric analysis; fundamental group; Riemannian metrics; low-dimensional topology; geometric group theory
(This special issue belongs to the Section B: Geometry and Topology)
Fractional Calculus and Models in Finance and Economics
edited by and Massimiliano Frezza
submission deadline 31 Mar 2026 | 1 articles | Viewed by 3155 | Submission Open
Keywords: fractional calculus; fractional differential equations; fractional and multifractional stochastic processes; long memory; scaling; self-similarity; non-integer order dynamics; memory effects; non-local interactions; time-varying regularity; stochastic volatility; anomalous diffusion; power-law behavior; complex systems modeling; applications in finance and economics
(This special issue belongs to the Section E5: Financial Mathematics)
Biologically Plausible Deep Learning
edited by
submission deadline 31 Mar 2026 | 2 articles | Viewed by 3150 | Submission Open
Keywords: biologically plausible neuron models; biologically plausible deep learning networks; biologically plausible deep learning algorithms; applications of biologically plausible deep learning networks
(This special issue belongs to the Section E: Applied Mathematics)
Submanifolds in Metric Manifolds, 2nd Edition
edited by Cristina-Elena Hretcanu
submission deadline 31 Mar 2026 | 3 articles | Viewed by 2968 | Submission Open
Keywords: differentiable manifolds; Riemannian manifolds; Kaehlerian manifolds; Sasakian manifolds; metric spaces with differentiable structure; invariant (or holomorphic) submanifolds; anti-invariant (totally real) submanifolds; semi-invariant submanifolds; slant; semi (or hemi)-slant submanifolds; warped product (bi-warped; semi-slant; or hemi- slant warped product) submanifolds; totally geodesic; totally umbilical or minimal submanifolds
(This special issue belongs to the Section B: Geometry and Topology)
Multi-Source Information Fusion and Fuzzy Uncertainty Reasoning in Interdisciplinary Applications
edited by Liguo Fei
submission deadline 31 Mar 2026 | 1 articles | Viewed by 2720 | Submission Open
Keywords: intelligent computing; fuzzy set theory; public governance; uncertainty quantification; generative artificial intelligence; engineering applications; decision theory; risk analysis; optimization techniques; urban governance; public safety; mathematical analysis; emergency management; social governance; disaster management; extreme climate
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Recent Advances in Swarm Intelligence Algorithms: Optimization and Application
edited by
submission deadline 31 Mar 2026 | 2 articles | Viewed by 2658 | Submission Open
Keywords: evolutionary algorithms; metaheuristics; machine learning; Swarm Intelligence; optimization methods
(This special issue belongs to the Section E: Applied Mathematics)
Partial Differential Equations with Applications: Analytical Methods, 2nd Edition submission deadline 31 Mar 2026 | 1 articles | Viewed by 2581 | Submission Open
Keywords: partial differential equations; ordinary differential equations; mathematical model; analytical solutions; solution techniques; Lie symmetries; conservation laws; symmetry methods; Painlevé properties; Painlevé test
(This special issue belongs to the Section C1: Difference and Differential Equations)
Emerging Applications of Evolutionary Computing and Swarm Intelligence
edited by , Karen Miranda, Saúl Zapotecas-Martínez and Adriana Menchaca-Méndez
submission deadline 31 Mar 2026 | 2 articles | Viewed by 2521 | Submission Open
Keywords: genetic algorithms; evolution strategy; estimation of distribution algorithms; differential evolution; swarm intelligence; ant colony optimization; artificial bee colony algorithm; operations research; networks; artificial intelligence; big data
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Methods and Models in Information Security with Applications
edited by and Maofa Wang
submission deadline 31 Mar 2026 | 3 articles | Viewed by 2430 | Submission Open
Keywords: information security; machine learning; mathematical models; security and privacy; privacy-enhancing technologies
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in Deep Learning, Computer Vision, and Engineering Applications
edited by Qilin Li and
submission deadline 31 Mar 2026 | 2 articles | Viewed by 2378 | Submission Open
Keywords: deep learning; machine learning; diffusion models; expressive power of deep neural networks; computer vision; engineering mathematics; computational engineering; 3D reconstruction; data-driven simulation; physics-informed neural networks
(This special issue belongs to the Section E: Applied Mathematics)
Research and Application of Network and System Security
edited by Donghai Tian and
submission deadline 31 Mar 2026 | 3 articles | Viewed by 2244 | Submission Open
Keywords: dynamic heterogeneous redundancy; computational intelligence; network security; mathematical cryptography; cybersecurity; malware analysis; threat prediction; algebraic structures; neural networks; optimization algorithms; computational complexity; mimic defense; cloud computing; edge computing; intelligent connected vehicles
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Neural Network and Machine Learning Algorithms, Models and Architectures in Data Mining
edited by and
submission deadline 31 Mar 2026 | 4 articles | Viewed by 2214 | Submission Open
Keywords: data mining; transformers; graph neural networks; data clustering models; prediction models; multimodal data analysis; data-driven machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modelling and Numerical Analysis in Electrical Engineering, 3rd Edition submission deadline 31 Mar 2026 | 2 articles | Viewed by 2162 | Submission Open
Keywords: applied mathematics; finite element analysis; numerical modeling and analysis; analytical modeling; electrical power engineering; electrical machines; electrical networks; renewable energy devices; design optimization; power systems; electromagnetic fields; mathematical modeling; computer-aided design and modeling; industrial design and prototyping
(This special issue belongs to the Section E: Applied Mathematics)
Variational Analysis, Optimization, and Equilibrium Problems
edited by and Prasit Cholamjiak
submission deadline 31 Mar 2026 | 3 articles | Viewed by 1565 | Submission Open
Keywords: variational analysis; convex optimization; nonconvex optimization; bilevel optimization problems; variational inequality; equilibrium problem; mixed equilibrium problem; monotone operator theory; fixed point theory; saddle point problem; generalized differentiation; non-smooth and set-valued analysis; duality theory; proximal and operator-splitting methods; multi-objective and stochastic optimization; numerical algorithms; applications in machine learning and engineering; data classification; data prediction; image processing; signal processing; extreme learning machine; deep machine learning; non-expansive mappings; quasi-non-expansive mappings; demi-contractive mappings; family of non-expansive mappings; inertial technique; double interial algorithms; minimization problem; inclusion problems
(This special issue belongs to the Section C1: Difference and Differential Equations)
Optimization and Machine Learning-Based Methods in Air Traffic Management and Aeronautical Domains
edited by
submission deadline 31 Mar 2026 | 3 articles | Viewed by 1527 | Submission Open
Keywords: air traffic management; optimization; machine learning
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Bayesian Statistics and Applications
edited by and Mohamed Elkhouly
submission deadline 31 Mar 2026 | 1 articles | Viewed by 1486 | Submission Open
Keywords: Bayesian methodological developments: advances in Bayesian computation; Bayesian model selection; and nonparametric Bayesian methods; Bayesian machine learning: Bayesian deep learning; probabilistic graphical models; and Bayesian optimization; Bayesian biostatistics and personalized medicine: Bayesian approaches in clinical trials; genetics studies; epidemiology; and personalized healthcare; Bayesian environmental and ecological modeling: applications in climate change modeling; natural resource management; and population dynamics; comprehensive reviews: we also welcome high-quality reviews that summarize key developments and future directions in Bayesian statistics and its applications
(This special issue belongs to the Section D1: Probability and Statistics)
Computational Intelligence for Bioinformatics
edited by Xiaoquan Su and Min Li
submission deadline 31 Mar 2026 | 2 articles | Viewed by 1456 | Submission Open
Keywords: computational intelligence; bioinformatics; machine learning; mathematical modeling; biomedical data analysis
(This special issue belongs to the Section E3: Mathematical Biology)
Advanced Mathematical Approaches to Engineering and Computational Problems, 2nd Edition
edited by
submission deadline 31 Mar 2026 | 2 articles | Viewed by 1453 | Submission Open
Keywords: mathematics; statistics; advanced methodologies; meta-heuristics; artificial intelligence; deep learning; engineering problems; industrial problems; financial engineering problems; management problems; marketing problems; behavioral problems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Advances in Computational Mathematics and Applied Mathematics, 2nd Edition
edited by , and Qiang Ma
submission deadline 31 Mar 2026 | 3 articles | Viewed by 1317 | Submission Open
Keywords: partial differential equations; ordinary differential equations; stochastic differential equations; fractional differential equations; fractional calculus; inverse and ill-posed problems; regularization methods; numerical methods; multigrid methods; wavelet methods; homotopy methods; structure-preserving methods; artificial intelligence; deep learning; reinforcement learning; compact radial basis function approximations; approximations based on neural networks; node layouts for irregular domains; multi-asset option pricing problems; numerical methods for matrix functions; iterative methods for the solution of nonlinear equations; Schulz-type iterative method for generalized matrix inversion; biostatistics and pattern recognition; combination counting; separation theory; information security; fractional Fourier transform and its applications; interdisciplinary application of mathematics and other disciplines
(This special issue belongs to the Section E: Applied Mathematics)
Data Analysis for Social Networks and Information Systems
edited by
submission deadline 31 Mar 2026 | 1 articles | Viewed by 1278 | Submission Open
Keywords: social network analysis; information systems; mathematical computing; algorithm design; graph theory; machine learning; community detection; network evolution; network dynamics; influence propagation; big data analytics; statistical methods
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Fractional Order Systems and Its Applications submission deadline 31 Mar 2026 | 1 articles | Viewed by 1226 | Submission Open
Keywords: fractional calculus; fractional order modelling; fractional control; memory effects; non-integer dynamics; applications of fractional systems; system identification; robust control
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Intelligent Control Theory and Robotics
edited by , Jiang Han and Xiaomin Zhao
submission deadline 31 Mar 2026 | 2 articles | Viewed by 1039 | Submission Open
Keywords: intelligent control; robotics; machine learning; autonomous systems; robotic manufacturing; swarm systems; adaptive control; cooperative control; smart factories; collaborative robots (cobots)
(This special issue belongs to the Section E2: Control Theory and Mechanics)
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