Mathematics

Innovative Methods in Long Sequence Forecasting and Time Series Analysis

edited by Haoyi Zhou, Qingyun Sun and

submission deadline 31 Dec 2025 | 4 articles | Viewed by 3066 | Submission Open

Keywords: time series analysis; spatiotemporal forecasting; non-stationary process modeling; high-dimensionality embedding; interpretability– accuracy trade-off; frequency– time domain synthesis; long-term dependency modeling; cross-scale dependency learning; data-driven decision making; domain knowledge integration; interdisciplinary applications

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advances in Image-Based Decision Support Systems for Personalized Healthcare and Computational Biology

edited by

Ivan Štajduhar

and

Matija Milanic

submission deadline 31 Dec 2025 | 2 articles | Viewed by 3062 | Submission Open

Keywords: biomedical imaging; radiology and optical imaging; multimodal imaging; multi-omics data fusion; tomographic reconstruction; image analysis for personalised medicine; image analysis for computer aided diagnosis; image segmentation; image registration; image reconstruction and super-resolution; image retrieval; machine learning; foundation modelling; model uncertainty and interpretability

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Modeling Multivariate Financial Time Series and Computing

edited by

Vincenzo Candila

and

Antonio Naimoli

submission deadline 31 Dec 2025 | 2 articles | Viewed by 3031 | Submission Open

Keywords: conditional covariance matrix; multivariate financial time series analysis; computational methods for multivariate time series analysis; spillovers; risk measures; tail risk measures

(This special issue belongs to the Section E5: Financial Mathematics)

New Advances in Control Theory and Its Applications

edited by Cong Wang

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2941 | Submission Open

Keywords: intelligent control; control algorithm; dynamic system; optimal control

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Decision Making under Uncertainty in Soft Computing

edited by

Gustavo Santos-García

and

José Carlos R. Alcantud

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2937 | Submission Open

Keywords: fuzzy sets; soft sets; hesitant sets; etc.; and their extensions/generalizations; decision making; multiple criteria decision making; medical decision making; optimization; reasoning under uncertainty; aggregation operators; granular computing; fuzzy fractional integral aggregation; Hermite– Hadamard– Fejé r inequality; linguistic variables; artificial intelligence; soft computing; fuzzy set theory; deep learning; neural networks; machine learning; expert systems; soft computing applications in medical sciences and bioinformatics; applications of fuzziness in artificial intelligence; economics; medicine; engineering; etc.

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Mathematical Computation for Pattern Recognition and Computer Vision

edited by

Ying-Hui Wang

and

Wei Li

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2805 | 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 E1: Mathematics and Computer Science)

Mathematical Epidemiology and Evolutionary Games

edited by

Pedro Henrique Triguis Schimit

submission deadline 31 Dec 2025 | 3 articles | Viewed by 2775 | Submission Open

Keywords: agent-based models; complex networks; disease invasion; epidemic models; epidemiology; evolutionary game theory; mathematical epidemiology; population dynamics; spatial games; vaccination game

(This special issue belongs to the Section E3: Mathematical Biology)

Stochastic Models with Applications, 2nd Edition

edited by

Antonio Di Crescenzo

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2659 | Submission Open

Keywords: complex systems; dependence and copula models; reliability models; random evolution models; Markov and semi-Markov models; neural models; random walks; queueing models; stochastic models and Cybersecurity

(This special issue belongs to the Section D1: Probability and Statistics)

Functional Analysis and Mathematical Optimization

edited by

Renying Zeng

, Qiang Wu and

Chunlei Tang

submission deadline 31 Dec 2025 | 1 articles | Viewed by 2561 | Submission Open

Keywords: functional analysis; number theory; operator theory; theories of measure; integration; and probability in infinite dimensional spaces; applications of functional analysis; discrete optimization; continuous optimization; stochastic optimization; optimization algorithms; calculus of variations; optimization techniques and applications

(This special issue belongs to the Section E: Applied Mathematics)

Intelligent Computing and Mathematical Physics: Robots, Security Games, Quantum Algorithms and Symbolic Computing

edited by Runfa Zhang and

Mingchu Li

submission deadline 31 Dec 2025 | 1 articles | Viewed by 2348 | Submission Open

Keywords: symbol calculation; neural network model; intelligent computing; partial differential equation; mathematical physics; robotics; dynamics; control; numercial simulation; artificial intelligence; transition of turbulence; security game; bi/tri-level programming; facility location; emergency management; meta-heuristic algorithm; quantum algorithm; quantum error correction; quantum machine learning

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Mathematical Modeling of Energy Transition, Climate Finance, and Sustainable Economic Systems

edited by

Camelia Oprean-Stan

submission deadline 31 Dec 2025 | 2 articles | Viewed by 2156 | Submission Open

Keywords: mathematical finance; energy transition; climate risk; sustainable finance; carbon markets; ESG modeling; stochastic processes; partial differential equations; optimization; network theory; control systems; game theory; econometrics; time series analysis

(This special issue belongs to the Section E5: Financial Mathematics)

Recent Advances in Planning and Scheduling for Supply Chain Optimization

edited by

Danyu Bai

and

Dehua Xu

submission deadline 31 Dec 2025 | 3 articles | Viewed by 2017 | 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)

Extreme Value Theory: Theory, Methodology and Applications

edited by

Indranil Ghosh

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1979 | Submission Open

Keywords: spatial and/or temporal process; methodological statistics; nonparametric statistics machine learning; causal inference; regression models; applied probability; graphical models; optimization; data science; applied statistical modelling and simulation

(This special issue belongs to the Section D1: Probability and Statistics)

Mathematical Methods Applied in Power Systems, 2nd Edition

edited by

Gheorghe Grigoras

,

Radu Porumb

and

Dan Doru Micu

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1957 | 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 E: Applied Mathematics)

Partial Differential Equations in Applied Mathematics

edited by Oke Davies Davies Adeyemo

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1912 | Submission Open

Keywords: lie group analysis and applications; Darboux and Bä cklund transform; Hirota bilinear technique; d-bar formalism; inverse scattering transforms; applied fluid problems; analytical methods; Riemann– Hilbert problems; Fokas approach; Hamiltonian theory

(This special issue belongs to the Section C1: Difference and Differential Equations)

Numerical Modeling and Applications in Mechanical Engineering

edited by László Péter Kiss

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1848 | Submission Open

Keywords: finite element method; discrete element method; meshfree methods; optimization; mechanics of solids; computational fluid dynamics; fluid-structure interaction; heat transfer

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Recent Studies on Partial Differential Equations and Its Applications

edited by Quan Wang

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1840 | Submission Open

Keywords: well-posedness; nonlinear stability and instability; steady-state and dynamic bifurcation; large time behavior; singularity formation

(This special issue belongs to the Section C1: Difference and Differential Equations)

Advanced Machine Learning Techniques for Big Data Challenges

edited by Gang Wang, Jing Liu and Jingling Ma

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1804 | Submission Open

Keywords: generative artificial intelligence (GAI); large language models (LLMs); graph neural networks; reinforcement learning; federated learning; self-supervised learning; transfer learning; ensemble learning; machine learning; big data

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Computational Mathematics and Artificial Intelligence

edited by

Sio Iong Ao

,

Vasile Palade

,

Oscar Castillo

and Geoffrey McLachlan

submission deadline 31 Dec 2025 | Viewed by 1726 | 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 E: Applied Mathematics)

Approximation and Computation for Numerical Analysis: Latest Advances and Prospects

edited by Abdelouahed Kouibia and

Miguel Pasadas

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1711 | Submission Open

Keywords: numerical analysis; approximation and computation; spline functions; radial functions; polynomial functions; partial differential equation

(This special issue belongs to the Section E: Applied Mathematics)

Dynamical Systems and Complex Systems

edited by

Andreas Henrici

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1459 | Submission Open

Keywords: dynamical systems; complex systems; ergodic systems; chaotic systems

(This special issue belongs to the Section C2: Dynamical Systems)

Numerical Optimization in Integrated Multi-Dimensional Transportation Systems

edited by

Changyin Dong

and Ni Li

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1410 | Submission Open

Keywords: integrated multi-dimensional transportation; traffic flow modeling and control; energy and emission optimization in transportation; unmanned aerial vehicles (UAVs); connected automated vehicles (CAVs); unmanned ground vehicles (UGVs); air– ground cooperative systems; UAV and UGV collaborative transport; cooperative optimization and control; intelligent flight control and optimization; navigation and guidance technologies; vehicle perception and decision making; swarm intelligent control; multi-modal transportation planning; behavioral science in transportation systems; travel behavior analysis; integrated transportation networks; low-altitude economy and advanced/urban air mobility; multi-source big data fusion and analysis in transportation

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Advanced Numerical Modelling and Simulation Techniques in Computational Mechanics

edited by Yousef Ghaffari Motlagh

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1357 | Submission Open

Keywords: isogeometric analysis; phase-field; material point method; physics-informed neural networks; machine learning; variational multi-scale method; finite cell method; virtual element method.

(This special issue belongs to the Section E: Applied Mathematics)

Mathematical and Computational Models of Cognition, 2nd Edition

edited by

Ronaldo Vigo

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1271 | Submission Open

Keywords: mathematical cognitive science; cognitive modeling; mathematical modeling; cognitive science; computational modeling; metamodeling; psychophysics; mathematical psychology; cognition; perception; concept learning; categorization; memory; reasoning; problem solving; similarity assessment; decision-making; attention

(This special issue belongs to the Section E3: Mathematical Biology)

Uncertainty Quantification Techniques in Statistics, Machine Learning and FinTech: 2nd Edition

edited by

Jong-Min Kim

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1261 | Submission Open

Keywords: artificial intelligence; bayesian statistics; bioinformatics; biostatics; blockchain; big data; change-point detection; computer model; cryptocurrencies; cyber security; data analytics; data mining; deep learning; electronic data interchange (EDI); e-Learning; expert systems; financial time series; functional data analysis; fuzzy logic; internet security; internet of things; machine learning; mobile applications; mobile learning; neural networks; quality control; security; sentiment analysis; spatial statistics; support vector machines; web services and performance

(This special issue belongs to the Section D1: Probability and Statistics)

Algebra, Ring Theory, and Homological Algebra with Analysis and Applications

edited by

Juan Ramón García Rozas

submission deadline 31 Dec 2025 | 2 articles | Viewed by 1104 | Submission Open

Keywords: rings; algebras; modules; homological algebra; category theory; Hopf algebras; Banach algebras; Hilbert spaces; Jordan algebras; coding theory; cryptography

(This special issue belongs to the Section A: Algebra and Logic)

Finite Element Analysis and Application

edited by João Elias Abdalla Filho, Roberto Dalledone Machado and John Otto Dow

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1001 | Submission Open

Keywords: finite element methods; finite element analysis; computational mechanics; mathematical modeling; numerical approaches

(This special issue belongs to the Section C: Mathematical Analysis)

Recent Advances in Fractal and Fractional Calculus

edited by

Marko Kostić

submission deadline 31 Dec 2025 | 1 articles | Viewed by 935 | Submission Open

Keywords: fractional calculus; fractional differential equations; fractional difference equations; multidimensional fractional calculus; fractal geometry

(This special issue belongs to the Section C1: Difference and Differential Equations)

Theory and Application of Neural Networks and Complex Networks, 2nd Edition

edited by

José F. Vicent

,

Leandro Tortosa

and

Manuel Curado

submission deadline 31 Dec 2025 | 1 articles | Viewed by 920 | Submission Open

Keywords: centrality measures; neural networks; machine learning; complex networks; predictive models; multiplex networks; graph neural networks

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Recent Advances in Numerical Integration of Differential Equations

edited by

Yajuan Sun

submission deadline 31 Dec 2025 | 1 articles | Viewed by 910 | Submission Open

Keywords: conservative properties; long-time stability; numerical analysis; phase-field equations; physical plasmas

(This special issue belongs to the Section C1: Difference and Differential Equations)

Trends in Evolutionary Computation with Applications

edited by

Mario Garcia-Valdez

submission deadline 31 Dec 2025 | 1 articles | Viewed by 875 | Submission Open

Keywords: evolutionary computation; nature-inspired algorithms; swarm intelligence; bio-inspired computing; hybrid optimization; nature-inspired algorithms; parallel processing; cloud-based deployments; fuzzy logic; soft computing

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Computational Intelligence, Computer Vision and Pattern Recognition

edited by

Jian-Fang Hu

submission deadline 31 Dec 2025 | 1 articles | Viewed by 861 | Submission Open

Keywords: computer vision; pattern recognition; deep learning; image analysis; object detection; recognition systems; multimodal learning; video analysis

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Stability and Stabilization of Partial Differential Equations

edited by

Jun Zheng

and Guchuan Zhu

submission deadline 31 Dec 2025 | 1 articles | Viewed by 640 | Submission Open

Keywords: partial differential equations (PDEs); stability analysis; nonlinear PDEs; stabilization problems; control design; numerical simulations; fluid dynamics; electrical engineering; material science; ecological modeling

(This special issue belongs to the Section C1: Difference and Differential Equations)

Parametric and Nonparametric Statistics: From Theory to Applications, 2nd Edition

edited by

Joseph Ngatchou-Wandji

submission deadline 31 Dec 2025 | 1 articles | Viewed by 594 | Submission Open

Keywords: empirical processes; high-dimensional data; data-mining; extremes; records; time series; regression; econometrics; signal processing; parametric methods; nonparametric methods; semiparametric methods; rank statistics; order statistics; robustness; renewal processes; functional estimation

(This special issue belongs to the Section D1: Probability and Statistics)

Advances in Finite Element Methods and Boundary Value Problems

edited by

Efthimios Providas

submission deadline 31 Dec 2025 | Viewed by 583 | Submission Open

Keywords: differential equations; integral equations; numerical analysis; finite element methods; computational mechanics; computational discretization; high-performance computing; multiphysics; nanotechnology; machine learning

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Probability Distributions and Their Applications

edited by

Weizhong Tian

, Wei Ning and Cong Wang

submission deadline 31 Dec 2025 | Viewed by 563 | 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 D1: Probability and Statistics)

Advances in Computational Structural Dynamics

edited by

Yang Yu

submission deadline 31 Dec 2025 | Viewed by 520 | Submission Open

Keywords: computational structural dynamics; mathematical modelling; finite element modelling; dynamic behaviour; dynamic structural analysis; complex structural systems; structural health monitoring; vibration control; structural mechanics; multiphysics problems; multiscale modeling; smart materials and structures

(This special issue belongs to the Section E2: Control Theory and Mechanics)

IIHMSP: Intelligent Information Hiding and Multimedia Signal Processing

edited by

Ruo-Wei Hung

and

Ling-Ju Hung

submission deadline 31 Dec 2025 | Viewed by 501 | 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 E: Applied Mathematics)

Numerical Analysis of Stochastic Differential Equations and Their Applications

edited by

Petras Rupšys

submission deadline 31 Dec 2025 | Viewed by 356 | 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 D1: Probability and Statistics)

Nonlinear Wave Dynamics: Theory and Application

edited by Zhen Wang,

Dengshan Wang

and Xiangyu Yang

submission deadline 31 Dec 2025 | 1 articles | Viewed by 317 | Submission Open

Keywords: integrable system; nonlinear wave; soliton; rogue wave; Riemann– Hilbert problem; inverse scattering method; Darboux transformation; Hirota bilinear method; ocean wave; fluid mechanics

(This special issue belongs to the Section C2: Dynamical Systems)

Physics-Informed Machine Learning: Methodologies and Applications

edited by Kuangdai Leng and Lu Lu

submission deadline 31 Dec 2025 | Viewed by 286 | Submission Open

Keywords: physics-informed machine learning; neural networks; partial differential equations; scientific computing; operator learning; physics-based modeling; inverse problems; computational science; uncertainty quantification; data-driven simulations

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Advances in Mathematical Modeling of Biological Systems: Deterministic, Stochastic, and Complex Dynamics

edited by

Sophia Jang

,

Jui-Ling Yu

and Hsiu-Chuan Wei

submission deadline 31 Dec 2025 | Viewed by 276 | Submission Open

Keywords: population dynamics; epidemiology; mathematical oncology; tumor– immune interactions; biological regulation; dynamical stability and bifurcations; ecological heterogeneity; data-driven validation; reaction– diffusion models; spatial ecology; resource competition

(This special issue belongs to the Section E3: Mathematical Biology)

Applied Operations Research and Optimization Problems in Network Science

edited by

Pablo Adasme

submission deadline 31 Dec 2025 | Viewed by 247 | Submission Open

Keywords: operations research; network sciences; optimization techniques for analyzing and improving complex networked systems; theoretical advancements; algorithmic developments; real-world applications across various domains; transportation; telecommunications; supply chains; social networks; graph-based optimization; network flow models; facility location problems; scheduling in networks; mathematical programming; heuristics; meta-heuristics and math-heuristic algorithms; signal processing techniques in sensor network telecommunication; localization with sensor networks; optimization algorithmic approaches

(This special issue belongs to the Section D2: Operations Research and Fuzzy Decision Making)

Computational Methods for Computer Vision and Medical Image Analysis

edited by

George Kastis

and

Nicholas E. Protonotarios

submission deadline 31 Dec 2025 | Viewed by 240 | Submission Open

Keywords: computer vision; medical image analysis; image segmentation; inverse problems in imaging; deep learning

(This special issue belongs to the Section E1: Mathematics and Computer Science)

Numerical Methods in Fluid Dynamics

edited by

Koldo Portal-Porras

submission deadline 31 Dec 2025 | Viewed by 195 | Submission Open

Keywords: numerical methods; fluid dynamics; high-performance computing; machine learning; deep learning; artificial neural networks; design optimization

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Automatic Control and Soft Computing in Engineering, 2nd Edition

edited by

Dan Stefanoiu

,

Nicolae Tapus

and

Janetta Culita

submission deadline 31 Dec 2025 | Viewed by 194 | Submission Open

Keywords: optimal control and supervision; metaheuristic control; advanced techniques in automatic control; computational methods in engineering; parallel computing; evolutionary computing

(This special issue belongs to the Section E2: Control Theory and Mechanics)

Numerical Methods in Mathematical Biology

edited by

Appanah Rao Appadu

submission deadline 31 Dec 2025 | Viewed by 193 | Submission Open

Keywords: numerical methods; mathematical biology; partial differential equations

(This special issue belongs to the Section E3: Mathematical Biology)

Making AI Materially Better: Mathematics for Contemporary AI Needs

edited by Mehmet M. Dalkilic

submission deadline 31 Dec 2025 | Viewed by 185 | Submission Open

Keywords: supervised learning; unsupervised; reinforcement; deep; representation; generative; reactive; hybrid; scalable and distributed; big data; emergent behavior

Theory and Multidisciplinary Applications of Computational Intelligence

edited by

Yi Chen

submission deadline 31 Dec 2025 | Viewed by 179 | Submission Open

Keywords: artificial intelligence; computational intelligence; neural networks; fuzzy systems; evolutionary computation; mathematical foundations

(This special issue belongs to the Section E: Applied Mathematics)

Emerging Applications of Artificial Intelligence Algorithms in Computer and Network Security

edited by