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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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Statistical Methods and Applications in Genetics and Genomics

edited by Zilin Li and Xihao Li

submission deadline 30 Jun 2025 | 1 articles | Viewed by 886 | Submission Open

Keywords: statistical genetics and genomics; multi-omics; biostatistics; bioinformatics; computational biology

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

Applications of Continuum Mechanics in Biomedicine and Fluid Dynamics

edited by Giulia Giantesio

submission deadline 30 Jun 2025 | Viewed by 402 | Submission Open

Keywords: fluid dynamics; biological flows; flows in porous media; fluid– structure interactions; medical devices; non-Newtonian flows; simulations and modeling

(This special issue belongs to the Section Engineering Mathematics)

Computational Mathematics and Artificial Intelligence

edited by

Sio Iong Ao

Vasile Palade

Oscar Castillo

and Geoffrey McLachlan

submission deadline 30 Jun 2025 | Viewed by 394 | Submission Open

Keywords: efficient numerical/approximation methods; algorithmic and computational complexity; large-scale optimization; stochastic methods; computational statistics; machine learning algorithms; computational methods for deep learning; fluid computational dynamics; bioinformatics; molecular modeling; computer vision; natural language processing

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

Advanced Information and Signal Processing: Models and Algorithms

edited by

Li Zhou

and

Xinchao Zhao

submission deadline 30 Jun 2025 | Viewed by 191 | Submission Open

Keywords: information processing; signal processing; wireless communications; pattern recognition; network security; computer security; cryptography; biometrics; data mining; knowledge discovery; parallel computing; neural networks; fuzzy logic; image processing; information propagation; opinion spread; multimedia computing; ubiquitous computing; edge computing

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

Emerging Topics in Multi-objective Optimization and Its Applications

edited by Oren E. Nahum, Adham Salih and Amiram Moshaiov

submission deadline 30 Jun 2025 | Viewed by 175 | Submission Open

Keywords: optimization; multi-objective optimization; non-dominated solutions; Pareto front; exact algorithms; mathematical programming; heuristics; metaheuristics; evolutionary algorithms; population-based algorithms

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

Generalized/Extended Finite Element Methods, Meshless Methods and Related Developments in Machine Learning

edited by Qinghui Zhang

submission deadline 30 Jun 2025 | Viewed by 113 | Submission Open

Keywords: generalized finite element methods; extended finite element methods; meshless methods; unfitted mesh methods; machine learning; deep learning; neural networks; extreme learning machine; randomized neural networks; physics-informed neural networks; optimization; high dimension; high-performance computations; theories

(This special issue belongs to the Section Engineering Mathematics)

Computational Intelligence Methods for Difficult Problems

edited by

Gloria Cerasela Crisan

submission deadline 30 Jun 2025 | Viewed by 111 | Submission Open

Keywords: neural networks; fuzzy systems; evolutionary computation; swarm intelligence; hybrid systems; pattern recognition; data mining; knowledge discovery; heuristics

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

Physics-Informed AI and Deep Learning Algorithms for Smart Grid

edited by Xinze Li and

Dongsheng Yu

submission deadline 30 Jun 2025 | Viewed by 99 | Submission Open

Keywords: applications of physics-informed neural networks (PINNs) in smart grids; AI-based control for system stability and reliability; PINN and deep learning-based cyber security; AI-based anomaly detection; forecasting; and scheduling for renewable energy generation; PINN and deep learning-based distributed control for smart grid; PINN-based modeling; control; and fault detection of power electronics systems; AI-based fault detection and diagnostics in V2G system; intelligent motor condition monitoring and fault-tolerant control for V2G system

(This special issue belongs to the Section Engineering Mathematics)

Optimization, Modeling and Data Analytic Approaches in Network Coding

edited by

Hoover H. F. Yin

and

Hugo Wai Leung Mak

submission deadline 30 Jun 2025 | Viewed by 56 | Submission Open

Keywords: network coding; network communication; network computation and optimization; distributed storage information theory and numerical analysis; machine learning algorithms modeling in network coding; the application of network coding for smart city development; the enhancement of data transmission efficiency via models

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

New Advances in Nonlinear Waves, Solitons and Chaos

edited by Georgii A. Omel’yanov

submission deadline 30 Jun 2025 | Viewed by 38 | Submission Open

Keywords: partial differential equations; fractional functional differential equations; integrable equations; non-integrable equations; nonlinear waves; classical solutions; weak solutions; wave interaction; numerical simulation

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

Advances in Statistical Analysis for Health, Finance, Industry and Digital Economy

edited by Lei Qin

submission deadline 1 Jul 2025 | 1 articles | Viewed by 1837 | Submission Open

Keywords: application of data mining; machine learning and optimization; generative AI; artificial intelligence in healthcare; health economics; bioinformatics; digital driven diagnostics and prognostics; option pricing; market microstructure; cryptocurrency; blockchain; digital economy; data assets

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

Nonlinear Dynamics and Control: Challenges and Innovations

edited by

Ning Cai

submission deadline 1 Jul 2025 | 2 articles | Viewed by 1270 | Submission Open

Keywords: complex dynamical system; nonlinear Dynamics; control theory; nonlinear systems

(This special issue belongs to the Section Dynamical Systems)

Advances in Quantum Computing and Applications

edited by

and

submission deadline 31 Jul 2025 | 9 articles | Viewed by 16861 | Submission Open

Keywords: advances in variational algorithms; applications of gate-based quantum computing; applications of photonic quantum computing; applications of quantum annealing; distributed quantum computing; error-correction algorithms; hybrid quantum computing; impact of quantum computing on business and society; implementation of quantum computing; new nisq algorithms and applications; performance evaluation of quantum algorithms; quantum algorithm structures and patterns; quantum algorithms and complexity; quantum hardware advances; Quantum machine learning (QML); secure cloud-based quantum computing; shallow (constant-depth) algorithms; simulation of quantum processes

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

Applications of Cloud Computing, Big Data, and Data Dissemination in Information Engineering

edited by

Sheng-Tzong Cheng

submission deadline 31 Jul 2025 | 3 articles | Viewed by 4441 | Submission Open

Keywords: cloud computing; data dismission; artificial intelligence; information engineering; machine learning; mathematical models; scientific computing; big data

(This special issue belongs to the Section Engineering Mathematics)

Recent Advances in Scientific Computing & Applications

edited by

Tiberiu Letia

and

Nicolae Tudoroiu

submission deadline 31 Jul 2025 | Viewed by 106 | Submission Open

Keywords: classical and quantum computing; classical and quantum computer interactions; application development technology; artificial intelligence; research methodology; dynamic control; evolutionary systems involved in dynamic systems; model finding; simulation and identification; algorithm synthesis; conceptual and theoretical frameworks

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

Biostatistics and Stochastic Process Analysis

edited by

Suvo Chatterjee

submission deadline 31 Jul 2025 | Viewed by 78 | Submission Open

Keywords: biostatistics; stochastic analysis; epidemic modeling; statistical genomics; cellular dynamics; survival analysis

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

Advanced Mathematical Approaches to Engineering and Computational Problems, 2nd Edition

edited by

Junzo Watada

submission deadline 31 Jul 2025 | Viewed by 67 | 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 Engineering Mathematics)

Statistical Modeling and Analysis in Medical Research

edited by Lazarus K. Mramba and Qihui Yang

submission deadline 31 Jul 2025 | Viewed by 53 | Submission Open

Keywords: statistics; biostatistics; biometrics

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

Gaussian Process and Machine Learning

edited by Omid Chatrabgoun and

Alireza Daneshkhah

submission deadline 31 Jul 2025 | Viewed by 43 | Submission Open

Keywords: advances in Gaussian process regression for analysing real-world complex data; Gaussian process for Baysiean optimization; Gaussian process for time series analysis; Gaussian process in reinforcement learning; Gaussian process in deep learning; physics-inform neural network (PINNs) versus Gaussian process; Gaussian process for solving stochastic diffrential equations

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

Advances in Optimization Algorithms and Its Applications

edited by Heming Jia

submission deadline 31 Jul 2025 | Viewed by 6 | Submission Open

Keywords: bio-inspired optimization algorithms; optimization algorithms; meta-heuristics; swarm intelligence; engineering applications; engineering design problems; real-world applications; feature selection; image segmentation; constraint handling; benchmarks; novel approaches; complicated optimization problems; industrial problems

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

Advances in Nonlinear Analysis: Theory, Methods and Applications

edited by Ivan P. Jordanov

submission deadline 30 Aug 2025 | Viewed by 104 | Submission Open

Keywords: complex systems; mathematical modelling; agent models; nonlinear dynamics; nonlinear PDEs; nonlinear analysis; mathematical economics; financial mathematics

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

Control, Optimization and Intelligent Computing in Energy

edited by

Senthil Krishnamurthy

submission deadline 31 Aug 2025 | 9 articles | Viewed by 10482 | Submission Open

Keywords: dynamic system stability analysis; linear and non-linear systems; discrete time systems; feedback control systems; controllers for stabilization and linearization; industrial automation and instrumentation systems; power electronics systems and control; distributed energy resources; communication systems for electric power systems; smart grid applications; classical optimization methods; computational intelligence methods; modelling and simulation; sequential and parallel computing; realtime simulation systems

(This special issue belongs to the Section Dynamical Systems)

Deep Learning in Image Processing and Scientific Computing

edited by Xuqing Wu and Siyu Huang

submission deadline 31 Aug 2025 | 1 articles | Viewed by 1298 | Submission Open

Keywords: machine learning; deep learning; neural networks; computer vision; image processing; AI-generated content; AI for science

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

Mathematical Methods and N-body Problem in Celestial Mechanics

edited by Juan F. Navarro

submission deadline 31 Aug 2025 | Viewed by 114 | Submission Open

Keywords: N-body ring problem; N-body problem; three-body problem; hill problem; stability; periodic orbits; coorbital satellites; planetary rings; AI; numerical methods for the N-body problem; hybrid methods; neural networks

(This special issue belongs to the Section Mathematical Physics)

Mathematical Applications in Computer Graphics

edited by

Xiaoqiang Zhu

and

Lihua You

submission deadline 31 Aug 2025 | Viewed by 96 | 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 Mathematics and Computer Science)

Artificial Intelligence Techniques Applications on Power Systems

edited by

Stavros D. Kaminaris

submission deadline 30 Sep 2025 | 6 articles | Viewed by 8687 | Submission Open

Keywords: artificial intelligence techniques; power system engineering; power systems; neural network; fuzzy systems; expert systems

(This special issue belongs to the Section Engineering Mathematics)

Mathematical Modeling, Algorithms, and Inverse Problems in Imaging Sciences

edited by Wei Wang

submission deadline 30 Sep 2025 | Viewed by 154 | Submission Open

Keywords: image processing; inverse problem; modeling; algorithm; mathematical methods

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

Complex System Dynamics and Image Processing

edited by Hao Zhang

submission deadline 30 Sep 2025 | Viewed by 127 | Submission Open

Keywords: chaos; memristor; dynamics; nonlinear analysis; image encryption; image hiding; steganography; image compression; watermarking

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

Artificial Intelligence and Internet of Things for Intelligent Systems

edited by

Hongji Xu

and

Zhi Liu

submission deadline 15 Oct 2025 | 8 articles | Viewed by 17973 | 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)

Mathematical Computation for Pattern Recognition and Computer Vision

edited by

Ying-Hui Wang

and

Wei Li

submission deadline 1 Dec 2025 | Viewed by 142 | Submission Open

Keywords: artificial intelligence; pattern recognition; computer vision; feature extraction; feature matching; image processing; single-image 3d restoration; multiple view geometry; 3D point cloud; 3D object recognition; machine learning; neural network; deep learning

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

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

edited by

Snezhana Gocheva-Ilieva

submission deadline 15 Dec 2025 | 7 articles | Viewed by 8497 | 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 Mathematics and Computer Science)

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 | 1 articles | Viewed by 1452 | 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 121 | 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)

New Advances in Data Analytics and Mining

edited by

Xibei Yang

submission deadline 9 Jun 2026 | 7 articles | Viewed by 7542 | Submission Open

Keywords: data mining; data analytics; granular computing; uncertainty analysis

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

Displaying special issue 951-1000 on page 20 of 20.

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