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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 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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New Perspectives in Harmonic Analysis

edited by Stephen Casey

submission deadline 30 Sep 2025 | Viewed by 46 | Submission Open

Keywords: shannon sampling; irregular sampling; interpolation theory; Gabor systems; wavelets; frame theory; information theory; deep learning

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical Optimization and Metaheuristics: Applications and Integration with Artificial Intelligence

edited by

Ivona Brajević

submission deadline 30 Sep 2025 | Viewed by 43 | Submission Open

Keywords: mathematical optimization; metaheuristics; artificial intelligence; real-world applications; neural networks

(This special issue belongs to the Section Engineering Mathematics)

New Advances in Fuzzy Topology

edited by

Francisco Gallego Lupiaňez

submission deadline 30 Sep 2025 | Viewed by 22 | Submission Open

Keywords: good extensions of topological concepts; fuzzy topological spaces; intuitionistic fuzzy topological spaces

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Nonlinear Dynamics, 2nd Edition

edited by

António Lopes

submission deadline 30 Sep 2025 | Viewed by 14 | Submission Open

Keywords: nonlinear dynamics; complexity and complex systems; advanced control systems; fractional calculus; mathematical modelling; analytical and numerical methods; computational techniques and numerical simulation; signal processing; time series analysis; complex networks; electro-mechanical structures; finance end economy systems; biomathematics; evolutionary computing; chaos and fractals

(This special issue belongs to the Section Dynamical Systems)

Mathematical Methods and Models in Epidemiology, 2nd Edition

edited by James P. Braselton and

Martha L. Abell

submission deadline 30 Sep 2025 | Viewed by 9 | Submission Open

Keywords: mathematical biology; epidemiology; epidemic models; endemic models; COVID-19

Advanced Mathematical Methods in Remote Sensing

edited by Andrija Krtalić, Marko Horvat and

Amila Akagic

submission deadline 30 Sep 2025 | Viewed by 5 | Submission Open

Keywords: digital image processing; big data analysis and processing; image classification (multispectral; hyperspectral); spatial data analysis; spatiotemporal monitoring and analyzing; data visualization and presentation; machine learning; artificial neural networks and deep learning; artificial intelligence methods.

(This special issue belongs to the Section Computational and Applied Mathematics)

Statistics and Data Sciences

edited by

Yanbing Bai

and Jinze Yu

submission deadline 1 Oct 2025 | Viewed by 71 | Submission Open

Keywords: large vision models; multimodal image processing; 3D computer vision

(This special issue belongs to the Section Probability and Statistics)

Numerical Solution of Differential Equations and Their Applications

edited by

Zacharias Anastassi

, Athinoula A. Kosti and Mufutau Ajani Rufai

submission deadline 10 Oct 2025 | 6 articles | Viewed by 6367 | Submission Open

Keywords: numerical methods; differential equations; error analysis; convergence; applications

(This special issue belongs to the Section Difference and Differential Equations)

Analysis and Applications of Numerical Methods for Wave-Propagation Problems

edited by Jonas D. De Basabe and Maria Vasilyeva

submission deadline 10 Oct 2025 | Submission Open

Keywords: discontinuous Galerkin; wave equation; numerical analysis; finite elements; hyperbolic equations; wave propagation

(This special issue belongs to the Section Computational and Applied Mathematics)

Artificial Intelligence and Internet of Things for Intelligent Systems

edited by

Hongji Xu

and

Zhi Liu

submission deadline 15 Oct 2025 | 9 articles | Viewed by 22602 | Submission Open

Keywords: machine learning; deep learning; reinforcement learning; expert systems; big data and data mining; pattern recognition; computational intelligence; neural networks; computer vision; natural language processing; human activity recognition; optimization techniques; internet of things techniques and applications; machine learning and deep learning for the internet of things; cloud to edge computing for the internet of things; sensor-based intelligent systems; context-aware pervasive systems; cyber-physical systems; D2D and M2M communication systems; cognitive systems and applications; robotics systems

(This special issue belongs to the Section Mathematics and Computer Science)

Advanced Approaches to Mathematical Physics Problems in High-Energy Physics

edited by Mario Cezar Bertin and

Julio Marny Hoff da Silva

submission deadline 26 Oct 2025 | Viewed by 24 | Submission Open

Keywords: mathematical physics; high-energy physics; classical and quantum gravity

Advanced Theories and Novel Methods for Nonlinear Analysis, Optimization and Applications

edited by

Wei-Shih Du

and Yousuke Araya

submission deadline 31 Oct 2025 | 6 articles | Viewed by 4946 | 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 Computational and Applied Mathematics)

Statistical Methods for Forecasting and Risk Analysis

edited by

Marialuisa Restaino

, Marcella Niglio and Emanuela Raffinetti

submission deadline 31 Oct 2025 | 1 articles | Viewed by 1939 | Submission Open

Keywords: risk analysis; forecasting and accuracy; statistical modeling; model selection; applied statistics; machine learning; artificial intelligence; massive dataset; high (and ultra-high)-dimensional dataset; variable selection

(This special issue belongs to the Section Probability and Statistics)

Mathematical Modeling and Analysis in Biology and Medicine, 3rd Edition

edited by

Mikhail Kolev

submission deadline 31 Oct 2025 | 1 articles | Viewed by 1348 | Submission Open

Keywords: deterministic models; stochastic models; discrete models; continuous models; spatially distributed models; multiscale models; population models; epidemic models; kinetic models; active particles; models with delay

(This special issue belongs to the Section Mathematical Biology)

New Advances in Statistical Machine Learning

edited by Haiyan Wang and

Venkat N. Gudivada

submission deadline 31 Oct 2025 | Viewed by 48 | Submission Open

Keywords: machine learning; data mining; advances in clustering; classification; regression; and/or applications in various domains; image or text data analysis; recommendation system; ensemble methods and applications; machine learning applications; deep learning applications; signal processing and analysis; computational complexity; techniques for big data and applications; visualization; convergence analysis; robust methods for prediction or classification of image; text; or other complex data

(This special issue belongs to the Section Probability and Statistics)

Mathematical Methods of Astrophysics and Space Science

edited by Edward A. Belbruno and James Lauer Green

submission deadline 31 Oct 2025 | Viewed by 38 | Submission Open

Keywords: dynamical systems; planetary science; space science; astrophysics; comets; rogue planets; dark matter; solar system; weak capture dynamics; planet X; magnetohydrodynamics; chaos theory; permanent capture; Kuiper belt; galaxy; N-body problem; star formation and dynamics; topological methods

(This special issue belongs to the Section Dynamical Systems)

New Advances in Network and Edge Computing

edited by Miaojiang Chen,

Anfeng Liu

and Wenjing Xiao

submission deadline 31 Oct 2025 | Viewed by 23 | Submission Open

Keywords: edge computing; deep learning; 5G; next-generation communication networks; applied ML/DL

(This special issue belongs to the Section Mathematics and Computer Science)

Mathematical and Computational Modelling in Empirical and Applied Science

edited by Giulia Spaletta,

Margherita Carletti

and Alberto Lanconelli

submission deadline 31 Oct 2025 | Viewed by 13 | Submission Open

Keywords: deterministic and stochastic modeling and simulation in empirical and applied sciences; computational methods in natural; social; and applied sciences; artificial intelligence in biomathematics; biomedical imaging; and healthcare applications; mathematical modelling for bioscience data integration; optimization methods for computational system biology; big data analysis and their numerical treatment; computational approaches for multi-omics data; symbolic and numerical computation

Theory and Applications of Scheduling and Optimization

edited by

Bertrand M.T. Lin

Shyong Jian Shyu

and

Peng-Yeng Yin

submission deadline 31 Oct 2025 | Viewed by 1 | Submission Open

Keywords: scheduling; design and analysis of algorithms; meta-heuristics; machine learning

(This special issue belongs to the Section Computational and Applied Mathematics)

Alternate Mathematical Approaches to Estimating Portfolio Efficiency: Incorporating a Multi-Asset Framework

edited by

Pankaj Agrrawal

Doureige Jurdi

and

Ramesh Gupta

submission deadline 15 Nov 2025 | 4 articles | Viewed by 16940 | Submission Open

(This special issue belongs to the Section Financial Mathematics)

Advances in Multiple-Criteria Decision Making: New Trends and Applications

edited by

Gabrijela Popovic

and Marko Mihić

submission deadline 15 Nov 2025 | Viewed by 111 | 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 Fuzzy Sets, Systems and Decision Making)

Dynamical System and Stochastic Analysis, 2nd Edition

edited by

Jun Huang

and

Yueyuan Zhang

submission deadline 30 Nov 2025 | Viewed by 62 | Submission Open

Keywords: random structures; parameters and noises; stochastic systems; control theory and applications; estimation; fault diagnosis; prognostics; optimization; applied mathematics; control engineering; signal processing; numerical simulation; finite element analysis

(This special issue belongs to the Section Difference and Differential Equations)

Artificial Intelligence and Optimization Techniques for Wireless Sensor Networks

edited by

Rubén Ferrero-Guillén

Alberto Martínez-Gutiérrez

and

Javier Díez-González

submission deadline 30 Nov 2025 | Viewed by 48 | Submission Open

Keywords: wireless sensor networks; sensor deployment and coverage; target tracking and localization; sensor fusion and data aggregation; sensor calibration; fault detection and predictive maintenance; energy efficiency and network management; scalability of WSN

(This special issue belongs to the Section Engineering Mathematics)

Group Decision-Making Optimization and Application

edited by Yiyi Zhao and

Jiangping Hu

submission deadline 30 Nov 2025 | Viewed by 17 | Submission Open

Keywords: opinion dynamics; group decision making; multi-agent systems; distributed control and optimization; game theory-based evolutionary computation

(This special issue belongs to the Section Fuzzy Sets, Systems and Decision Making)

Statistical Data Modeling and Machine Learning with Applications, 3rd Edition

edited by

Snezhana Gocheva-Ilieva

submission deadline 15 Dec 2025 | 10 articles | Viewed by 15529 | Submission Open

Keywords: computational statistics; dimensionality reduction and variable selection; nonparametric statistical modeling; supervised learning (classification; regression); clustering methods; financial statistics and econometrics; statistical algorithms; time series analysis and forecasting; machine learning algorithms; decision trees; ensemble methods; neural networks; deep learning; hybrid models; data analysis

(This special issue belongs to the Section Probability and Statistics)

Mathematics Applied to Manufacturing and Logistics Systems

edited by

Francisco J. G. Silva

Luís Pinto Ferreira

and Isabel Cristina Mendes Pinto

submission deadline 25 Dec 2025 | 2 articles | Viewed by 2848 | Submission Open

Keywords: mathematical models; processes optimization; industrial management; logistics optimization; sustainability; costs reduction; quality optimization; process flow optimization; internal logistics optimization; external logistics optimization; optimization algorithms; industrial operations; robot path optimization; information flow optimization; optimization of the industry digitalization; case studies

(This special issue belongs to the Section Engineering Mathematics)

Evolutionary Computation and Multi-objective Optimization

edited by

Alejandro Rodríguez-Molina

Miguel Gabriel Villarreal-Cervantes

and

Efrén Mezura-Montes

submission deadline 30 Dec 2025 | Viewed by 305 | Submission Open

Keywords: evolutionary algorithms; multi-objective bi-level optimization; dynamic and robust multi-objective optimization; multi-party multi-objective optimization; multi-objective multi-tasking optimization; hybrid optimization techniques; real-world applications; multi-objective optimization; large-scale multi-objective optimization; multi-modal multi-objective optimization

(This special issue belongs to the Section Computational and Applied Mathematics)

Analytic Methods in Number Theory and Allied Fields

edited by

Shigeru Kanemitsu

and

Antanas Laurincikas

submission deadline 31 Dec 2025 | 13 articles | Viewed by 16915 | Submission Open

Keywords: complex analysis; harmonic analysis; number theory; differential equations; algebraic elucidation of analytic expressions

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical Problems in Chemical Physics

edited by

Vasily Novozhilov

and

Sergey M. Frolov

submission deadline 31 Dec 2025 | 3 articles | Viewed by 5485 | Submission Open

(This special issue belongs to the Section Difference and Differential Equations)

Current Topics in Optimization, Inequalities and Convex Function Theory

edited by Sorin Rǎdulescu and

Ovidiu Bagdasar

submission deadline 31 Dec 2025 | 3 articles | Viewed by 3051 | Submission Open

Keywords: convex functions; biconvex functions; generalized convexity; subharmonic functions; absolute monotone functions; majorization theory; Schur convex functions; Jensen inequality; Hermite– Hadamard inequality; weighted inequalities; control theory; mathematical programming; differential inequalities; variational inequalities; equilibrium problems

(This special issue belongs to the Section Computational and Applied Mathematics)

IIHMSP: Intelligent Information Hiding and Multimedia Signal Processing

edited by

Ruo-Wei Hung

and

Ling-Ju Hung

submission deadline 31 Dec 2025 | Viewed by 76 | Submission Open

Keywords: information hiding and security; multimedia signal processing and networking; bioinspired multimedia technologies and systems; information and computer technology

(This special issue belongs to the Section Computational and Applied Mathematics)

Mathematical Methods Applied in Power Systems, 2nd Edition

edited by

Gheorghe Grigoras

Radu Porumb

and

Dan Doru Micu

submission deadline 31 Dec 2025 | Viewed by 65 | Submission Open

Keywords: modeling and simulation; applied numerical methods; computational techniques; performance analysis and forecasting; optimization and operational research; data mining and soft computing; statistics; evolutionary computation; fuzzy logic; expert systems

(This special issue belongs to the Section Computational and Applied Mathematics)

Numerical Analysis of Stochastic Differential Equations and Their Applications

edited by

Petras Rupšys

submission deadline 31 Dec 2025 | Viewed by 64 | Submission Open

Keywords: trends and challenges related to stochastic differential equations; optimal control problems governed by stochastic differential equations; numerical treatment of stochastic differential equations; multilevel Monte Carlo methods; simulation of stochastic differential equations and parameter estimators; stochastic differential equations driven by Lé vy processes; malliavin calculus; modeling and applications in supervised and unsupervised machine learning; linking artificial intelligence with stochastic differential equations

(This special issue belongs to the Section Probability and Statistics)

Probability Distributions and Their Applications

edited by

Weizhong Tian

, Wei Ning and Cong Wang

submission deadline 31 Dec 2025 | Viewed by 38 | Submission Open

Keywords: skewed distribution; change point analysis; parameter estimation; linear regression model; empirical likelihood method; data analysis; hypothesis testing; causal inference; the A Priori Procedure method; Bayesian inferences; conditional tail expectation; tail dependence

(This special issue belongs to the Section Probability and Statistics)

New Advances in Data Analytics and Mining

edited by