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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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Design, Kinematics and Dynamics of Parallel Robots
edited by
submission deadline 26 May 2027 | Viewed by 78 | Submission Open
Keywords: parallel mechanism; singularity; workspace; forward kinematics; dynamics; trajectory planning
(This special issue belongs to the Section E: Applied Mathematics)
Analytical and Numerical Methods for Nonlinear Geofluid Dynamics and Wave Propagation
edited by
submission deadline 27 May 2027 | Viewed by 131 | Submission Open
Keywords: nonlinear wave propagation; geophysical fluid dynamics; lie symmetry analysis; exact solutions; computational fluid dynamics (CFD); shallow-water equations; hydrodynamic stability; mathematical modeling
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modeling and Optimization for Finance, Economics and Risk Management: Theory, Methods and Emerging Applications
edited by and
submission deadline 28 May 2027 | Viewed by 37 | Submission Open
Keywords: mathematical finance; risk management; optimization; stochastic modeling; artificial intelligence; sustainable finance; digital economy
(This special issue belongs to the Section E5: Financial Mathematics)
Advanced Algorithmic Frameworks and Computational Modeling in Transcriptomics
edited by Ting Yu
submission deadline 28 May 2027 | Viewed by 1 | Submission Open
Keywords: transcriptomics; transcriptome assembly; transcript quantification; RNA sequencing; alternative splicing; computational algorithms; long-read sequencing
(This special issue belongs to the Section E3: Mathematical Biology)
Advances in Multiple-Criteria Decision Making: New Trends and Applications
edited by and Marko Mihić
submission deadline 30 May 2027 | 5 articles | Viewed by 8815 | Submission Open
Keywords: advances in traditional MCDM methods; hybrid MCDM methods and models; developing new MCDM methods; introducing innovative extensions to the MCDM methods; applications of MCDM in industry and business; MCDM for policy and governance; MCDM in risk assessment and crisis management; sustainability and green MCDM applications; MCDM in emerging technologies
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Applications of Machine Learning and Pattern Recognition
edited by
submission deadline 30 May 2027 | 5 articles | Viewed by 7111 | Submission Open
Keywords: machine learning; pattern recognition; mathematical modeling; optimization algorithms; neural networks; statistical inference; feature extraction; multi-task learning; signal processing; computer vision; time series analysis; probabilistic models; deep learning; interpretability; modular architectures
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Methods in Intelligent Transportation Systems, 2nd Edition
edited by
submission deadline 30 May 2027 | 4 articles | Viewed by 4630 | Submission Open
Keywords: mathematical models for ITSs; traffic optimization and control; multiobjective optimization for ITSs; mathematical models for road traffic; mathematical models for public transport; reinforcement learning models and applications for ITSs; optimal control for ITSs; artificial Intelligence for ITSs; machine learning for ITSs; algebraic models for ITSs; dynamic systems and models for ITSs; cellular automaton models for ITSs; multi-agent models for ITSs; mean-field models for ITSs; new approaches and models for ITSs; stochastic modeling for ITSs; data-based models for ITSs; traffic control systems; autonomous vehicles; mathematical models and methods for micromobility
(This special issue belongs to the Section E: Applied Mathematics)
Innovations and Applications of Machine Learning Techniques
edited by and Héctor Allende-Cid
submission deadline 30 May 2027 | 3 articles | Viewed by 4074 | Submission Open
Keywords: machine learning; deep learning; large language models; big data; pattern recognition; generative artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Programming, Optimization and Operations Research, 2nd Edition
edited by Shiv Raj Singh, and
submission deadline 30 May 2027 | 5 articles | Viewed by 3685 | Submission Open
Keywords: mathematical programming; optimization methods and algorithms; operations research; scheduling and planning; resource optimization; game theory; supply chain management; stochastic process; decision theory and applications; multi-objective problems; evolutionary computation; computational intelligence
(This special issue belongs to the Section D: Statistics and Operational Research)
Applied Cryptography and Blockchain Security, 2nd Edition
edited by
submission deadline 30 May 2027 | 3 articles | Viewed by 3142 | Submission Open
Keywords: applied cryptography; cryptographic algorithms; consensus algorithms; blockchain security; blockchain applications
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Foundations and New Advances in Deep Learning Applications
edited by and Geon Woo Lee
submission deadline 30 May 2027 | 2 articles | Viewed by 2842 | Submission Open
Keywords: mathematical methods in deep learning for speech processing; algorithms for computer vision applications; machine vision and optimization for industrial automation; advances in natural language processing: models and algorithms; deep learning and mathematical modeling in IoT systems; real-time audio and video analysis through neural network algorithms; optimization in edge computing and intelligent IoT devices; mathematical techniques for sensor data analysis in smart environments; cross-disciplinary deep learning applications in healthcare, finance, and security; novel neural network architectures for multi-modal data processing; adaptive systems and machine learning: theoretical foundations; semantic analysis, knowledge representation, and algorithmic approaches; deep learning for smart cities and surveillance systems: algorithmic innovations; usability and user interaction optimization in AI-driven interfaces; evaluation frameworks and methodologies for deep learning-based systems; emerging trends in AI-driven automation: mathematical and algorithmic perspectives
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Innovative Methods in Financial Modeling: From Econometrics to Entropy
edited by
submission deadline 30 May 2027 | 2 articles | Viewed by 2404 | Submission Open
Keywords: financial mathematics; econometrics; time series analysis; entropy; financial networks; data-driven financial methods
(This special issue belongs to the Section E5: Financial Mathematics)
Intelligent Computing & Optimization
edited by and Mei Cai
submission deadline 30 May 2027 | 3 articles | Viewed by 1812 | Submission Open
Keywords: genetic algorithm; differential evolution; particle swarm optimization; ant colony optimization; gray wolf optimizer; metaheuristic algorithms; machine learning; multi-objective optimization; constrained optimization; multimodal optimization; large-scale optimization; surrogate-assisted optimization; real-world applications
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Advances of Optimization Theory and Applications
edited by , Jie Zheng and
submission deadline 30 May 2027 | 2 articles | Viewed by 1504 | Submission Open
Keywords: application optimization; edge computing; mobile computing; federated learning; LLM-based optimization
(This special issue belongs to the Section E: Applied Mathematics)
AI and Generative Modeling for Inverse Problems in Science and Engineering
edited by Xuqing Wu
submission deadline 30 May 2027 | 1 articles | Viewed by 1206 | Submission Open
Keywords: inverse problems; scientific machine learning; physics-informed neural networks (PINNs); neural operators; generative models; normalizing flows; invertible neural networks; uncertainty quantification; surrogate model; computational imaging
(This special issue belongs to the Section E4: Mathematical Physics)
Nonlinear Evolution Equations and Their Solutions submission deadline 30 May 2027 | Viewed by 982 | Submission Open
Keywords: nonlinear evolution equations; nonlinear dynamical systems; applied mathematics
(This special issue belongs to the Section C1: Difference and Differential Equations)
Blockchain Finance: Stochastic Modeling, Market Microstructure, and Quantitative Risk Control
edited by Junhuan Zhang
submission deadline 30 May 2027 | 1 articles | Viewed by 963 | Submission Open
Keywords: blockchain finance; decentralized finance (DeFi); financial regulation; smart contracts; digital assets; tokenization; market microstructure; central bank digital currency (CBDC); agent-based modeling; blockchain governance; financial stability; cryptocurrency; stablecoins; decentralized autonomous organizations (DAOs)
(This special issue belongs to the Section E5: Financial Mathematics)
Safe, Trustworthy and Ethical Artificial Intelligence: Theory and Applications
edited by Chi Liu and Sheng Shen
submission deadline 30 May 2027 | 1 articles | Viewed by 952 | Submission Open
Keywords: artificial intelligence (AI); trustworthiness; ethics; safety; transparency; bias; accountability; privacy; governance; sustainability
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances in High-Precision Numerical Methods of Computational Fluid Dynamics
edited by Xiaoquan Yang and Liyue Wang
submission deadline 30 May 2027 | 1 articles | Viewed by 825 | Submission Open
Keywords: computational fluid dynamics; high-precision numerical methods; turbulent flow; aeroacoustics; artificial intelligence
(This special issue belongs to the Section E: Applied Mathematics)
Application of Genetic and Evolutionary Computation
edited by
submission deadline 30 May 2027 | Viewed by 563 | Submission Open
Keywords: evolutionary computation (EC); swarm intelligence (SI); artificial intelligence (AI); genetic programming (GP); cartesian GP; linear GP; grammatical evolution (GE); differential evolution (DE); gene expression programming; multi expression programming; bio-inspired optimization methods; applied optimization; evolvable systems of all types; automatic programming
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Feature Papers in High Performance Tamper Resistant Heterogeneous Parallel Computing Infrastructures
edited by Justin Shi, Abdallah Khreishah and
submission deadline 30 May 2027 | Viewed by 433 | Submission Open
Keywords: parallel computing; fault tolerance; performance optimization; open-source software; tamper resistance; cryptograph and blockchain
(This special issue belongs to the Section E: Applied Mathematics)
Intelligent Financial Systems: Algorithms, Learning, and Decision Mechanisms
edited by , and Chongwu Xia
submission deadline 31 May 2027 | 6 articles | Viewed by 11612 | Submission Open
Keywords: AI and finance; financial time series; machine learning; deep learning; neural networks; large language models; retrieval-augmented generation; AI agents; graph learning; reinforcement learning; causal inference; forecasting; anomaly detection; portfolio optimization; risk management; algorithmic trading; sentiment analysis; text mining; data mining; natural language processing; explainability; DeFi; crypto; financial services; corporate finance; accounting; ESG; green finance; decision-making; optimization; financial accounting
(This special issue belongs to the Section E5: Financial Mathematics)
Recent Advances in Planning and Scheduling for Supply Chain Optimization
edited by and
submission deadline 31 May 2027 | 8 articles | Viewed by 10432 | Submission Open
Keywords: planning and scheduling; production scheduling; logistics optimization; facility location; combination optimization; evolutionary computation; machine learning
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Mathematical Modelling and Applied Statistics submission deadline 31 May 2027 | 8 articles | Viewed by 8576 | Submission Open
Keywords: mathematical modeling; applied statistics; interdisciplinary applications
(This special issue belongs to the Section D1: Probability and Statistics)
Mathematics Optimization Algorithms and Scheduling Optimization of Manufacturing Systems
edited by , Zhihai Zhang, Jian Chen and Chaobo Yan
submission deadline 31 May 2027 | 3 articles | Viewed by 6867 | Submission Open
Keywords: manufacturing system; scheduling; service-oriented manufacturing; intelligent manufacturing; sustainable manufacturing; optimization methods; optimization algorithms; logistics; data-driven; decision making; operations research; metaheuristics algorithms; industrial applications; mathematical programming; game theory; supply chain; multi-objective problems; evolutionary computation; computational intelligence; vehicle routing; smart city
(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)
Computational Methods for Network Optimization and Security
edited by , Yang Liu and Ziye Jia
submission deadline 31 May 2027 | 6 articles | Viewed by 6848 | Submission Open
Keywords: computational methods; network optimization; network security; algorithm design; cybersecurity resilience; blockchain
(This special issue belongs to the Section E: Applied Mathematics)
Research on Delay Differential Equations and Their Applications
edited by
submission deadline 31 May 2027 | 6 articles | Viewed by 6567 | Submission Open
Keywords: numerical solution; analytical solution; modeling; stability analysis; convergence; delay diffusion equations; delay wave-type equations; partial differential equations with delay; partial functional differential equations; fractional delay partial differential equations
(This special issue belongs to the Section C1: Difference and Differential Equations)
Cybersecurity and Data Protection: Modern Methods and New Applications
edited by and Thomas Prantl
submission deadline 31 May 2027 | 4 articles | Viewed by 6040 | Submission Open
Keywords: advances in post-quantum cryptography; secure key generation and distribution techniques; intrusion detection systems using advanced analytics; anomaly detection in large-scale networks; secure multiparty computation techniques; homomorphic encryption for secure data processing; vulnerability analysis frameworks; optimization of risk mitigation strategies; methods for secure cloud storage; secure sharing protocols for big data applications; resource optimization in security systems; benchmarking of security system performance; deep learning techniques for real-time threat detection; explainable AI in cybersecurity applications; graph theory and network security applications; chaos theory in cryptographic systems; securing critical infrastructure systems; data protection in healthcare and financial services; cyber-physical systems security; ethical and legal considerations in data protection
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advanced Optimization Methods and Applications, 3rd Edition submission deadline 31 May 2027 | 3 articles | Viewed by 5372 | Submission Open
Keywords: optimization algorithms; heuristics and metaheuristics; approximation algorithms; network optimization; location problems; fuzzy optimization; combinatorial optimization; inverse optimization problems; robust optimization; graph theory; optimal control; forecasting; machine learning; artificial intelligence; parallel programming; mathematical optimization; optimization applications
(This special issue belongs to the Section E: Applied Mathematics)
Computational Statistics: Analysis and Applications for Mathematics submission deadline 31 May 2027 | 3 articles | Viewed by 4692 | Submission Open
Keywords: applied statistics; advanced statistical models and algorithms for big data; machine learning; statistical process control; fault detection; industrial statistics; predictive analytics; time series analysis; machine learning methodologies; applications of computational statistics in various industries; computer-intensive statistical methods; advanced data analytics; big data; bayesian computing; robust estimation and inference; monparametric and semiparametric techniques; computational finance; meta-analysis; circular statistics; mathematical statistics; statistical modeling; sampling techniques
(This special issue belongs to the Section D1: Probability and Statistics)
New Advances in Mathematical Applications for Reliability Analysis
edited by and
submission deadline 31 May 2027 | 3 articles | Viewed by 4476 | Submission Open
Keywords: reliability analysis; probabilistic modeling; statistical inference; markov models; stochastic models and methods; machine learning in reliability; optimization techniques; system failure prediction; risk assessment; fault detection and diagnostics; survival analysis; bayesian methods; structural reliability; reliability modeling; failure data analysis; maintenance modeling
(This special issue belongs to the Section D1: Probability and Statistics)
Numerical Optimization: Algorithms and Applications
edited by
submission deadline 31 May 2027 | 2 articles | Viewed by 4424 | Submission Open
Keywords: optimization for process modeling; numerical simulation of the optimization problems; optimization for process control; global optimization; stochastic optimization; robust optimization; multi-criteria optimization problems; operations research problems; optimization on graphs and networks; optimization in logistics; optimization of manufacturing processes; vehicle routing and other transportation problems; control-theoretic problems; exact solution algorithms; machine-learning; complexity issues
(This special issue belongs to the Section E: Applied Mathematics)
Research on Dynamical Systems and Differential Equations, 2nd Edition
edited by Ahmadjan Muhammadhaji and Maimaiti Yimamu
submission deadline 31 May 2027 | 6 articles | Viewed by 4181 | Submission Open
Keywords: differential equations; deterministic and stochastic differential equations; dynamical systems; modeling and dynamics in population dynamical systems; complex networks; neural networks; epidemic models; disease modeling; stochastic processes and their applications; statistical models and algorithms; stochastic models in biology
(This special issue belongs to the Section C1: Difference and Differential Equations)
Advancement of Mathematical Methods in Feature Representation Learning for Artificial Intelligence, Data Mining and Robotics, 3rd Edition
edited by , and
submission deadline 31 May 2027 | 4 articles | Viewed by 4094 | Submission Open
Keywords: visual recognition; deep learning; knowledge distillation; representation learning; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Robotics and Intelligent Systems: New Mathematical Challenges and Algorithmic Innovations
edited by Ming Xie
submission deadline 31 May 2027 | 2 articles | Viewed by 3822 | Submission Open
Keywords: Robotics; Intelligent Systems; Algorithmic Innovations; Kinematics; Optimal Control; Reinforcement Learning; Simultaneous Localization and Mapping
(This special issue belongs to the Section E: Applied Mathematics)
Application of Mathematical Methods in Multi-Objective Optimization and Evolutionary Algorithms submission deadline 31 May 2027 | 4 articles | Viewed by 3591 | Submission Open
Keywords: multi-objective optimization; evolutionary computation; multi-criteria analysis; metaheuristic algorithms; combinatorial optimization; multi-criteria decision making; genetic algorithms; particle swarm algorithms; artificial neural networks; renewable energy; green supply chain design; data mining
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematical Modeling and Control for Engineering Applications
edited by and
submission deadline 31 May 2027 | 4 articles | Viewed by 3563 | Submission Open
Keywords: control theory; optimal control; controllability; differential equations; feedback; optimization; calculus of variations; nonlinear dynamics; fluid mechanics; internal combustion engines; data-driven modeling
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Control Theory and Applications in Energy Systems
edited by , , Guangming Lang and Yanjian Peng
submission deadline 31 May 2027 | 3 articles | Viewed by 2298 | Submission Open
Keywords: energy systems; grid stability; advanced control; adaptive control; machine learning-based techniques; dynamic optimization
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Mathematical Optimization and Control: Methods and Applications, 2nd Edition submission deadline 31 May 2027 | 2 articles | Viewed by 1484 | Submission Open
Keywords: genetic optimization; bat optimization; butterfly optimization; grey wolf optimization; particle swarm optimization; ant colony optimization; bee colony optimization; bayesian optimization; continuous optimization; discrete optimization; adaptive control; neural network control; fuzzy control; backstepping control; feedback control; sliding mode control; robust control; observer-based control; nonlinear control; intelligent control; model predictive control; optimal control; other alternative optimization or control
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Evolutionary Algorithms, Optimization, and Data Mining with Applications
edited by
submission deadline 31 May 2027 | 1 articles | Viewed by 1289 | Submission Open
Keywords: genetic algorithms; genetic programming; gene expression programming; schema theory; building block; fitness function; system optimization; large language models; differential evolution; hybrid algorithms
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Advances of Applied Probability and Statistics, 2nd Edition submission deadline 31 May 2027 | 3 articles | Viewed by 1209 | Submission Open
Keywords: applied probability; applied statistics; stochastic processes; statistical inference; machine learning; artificial intelligence; big data analytics; computational statistics; multivariate analysis; nonparametric methods; permutation tests; Bayesian statistics; predictive modeling; data science; uncertainty quantification; interdisciplinary applications
(This special issue belongs to the Section D1: Probability and Statistics)
Current Topics in Differential Geometry and Manifolds: Theory and Applications
edited by Bayram Sahin
submission deadline 31 May 2027 | 3 articles | Viewed by 1116 | Submission Open
Keywords: Riemannian manifold; semi-Riemannian manifold; Riemannian submanifold; manifold equipped with structure; Riemannian manifold learning; Bezier and Bezier-like curves and surfaces; Riemannian submersion; Riemannian map; Ricci soliton
(This special issue belongs to the Section B: Geometry and Topology)
Queueing Systems Models and Their Applications, 2nd Edition submission deadline 31 May 2027 | 1 articles | Viewed by 839 | Submission Open
Keywords: queueing model; Markov chain; loss probability; Laplace transform; non-homogeneous customers non-identical servers; priority queue; queues with vacations; summary volume; simulation methods
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical Modelling of Infectious Disease Spreads and Control
edited by Omar El Deeb and Marcelo del Castillo-Mussot
submission deadline 31 May 2027 | Viewed by 791 | Submission Open
Keywords: epidemiology; infectious diseases; vaccination schemes; mathematical modelling; spatial analysis; optimal control
(This special issue belongs to the Section E: Applied Mathematics)
Advances in Optimal Control Theory and Its Applications
edited by Mokhtar Hafayed
submission deadline 31 May 2027 | 1 articles | Viewed by 603 | Submission Open
Keywords: optimal stochastic control; stochastic differential equations; maximum principle; mean-field control; singular control; McKean–Vlasov controlled systems; second-order necessary conditions for optimality; control theory; partially observed optimal control; time delay systems
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Applied Mathematics in Economic Statistics and Economical Modeling
edited by Hongwei Zhang and Rufei Zhang
submission deadline 31 May 2027 | 1 articles | Viewed by 548 | Submission Open
Keywords: applied mathematics; economic statistics; economical modeling; economic decision-making; risk assessment; big data analytics; game theory models
(This special issue belongs to the Section E5: Financial Mathematics)
New Advances in Learning Algorithms and Optimization: Methods and Applications
edited by
submission deadline 31 May 2027 | Viewed by 541 | Submission Open
Keywords: learning algorithms; mathematical optimization; self-supervised learning; real-world applications; large-scale optimization; black-box optimization; algorithm engineering; data-compute efficient learning; adversarial optimization; game-theoretic learning; reinforcement learning; data-driven problem solving; explainable AI (XAI); algorithmic fairness and bias; meta-learning; physics-informed learning; applied machine learning
(This special issue belongs to the Section E1: Mathematics and Computer Science)
Mathematics Methods of Robotics and Intelligent Systems, 2nd Edition submission deadline 31 May 2027 | 1 articles | Viewed by 379 | Submission Open
Keywords: nonlinear and hybrid robotic systems ; distributed and multi-agent systems ; multi-sensor fusion techniques and filtering ; motion planning ; optimal path design ; swarm robotics ; control theory ; robotics ; intelligent systems ; mathematical modelling; optimization algorithms ; nonlinear control theory ; algorithm development ; robotic path planning ; machine learning algorithms ; computational geometry ; sensor fusion algorithms for robot navigation ; mathematical approaches and analysis ; robotic perception ; artificial intelligence ; autonomous systems ; image recognition technologies
(This special issue belongs to the Section E2: Control Theory and Mechanics)
Geometric Singular Perturbation and Applications
edited by
submission deadline 31 May 2027 | Viewed by 374 | Submission Open
Keywords: geometric singular perturbation theory; fast–slow system; invariant manifold theorem; Fenichel’s theorems; bifurcation theory; exchange lemma
(This special issue belongs to the Section E: Applied Mathematics)
Mathematical and Probabilistic Methods in Financial Econometrics submission deadline 31 May 2027 | Viewed by 348 | Submission Open
Keywords: mathematical finance; stochastic control and optimization; probabilistic methods in finance; measure-theoretic probability; risk modeling; quantitative finance
(This special issue belongs to the Section E5: Financial Mathematics)
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