Mathematics

New Advances in Learning Algorithms and Optimization: Methods and Applications

edited by

submission deadline 31 Aug 2026 | Viewed by 464 | 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)

Game and Decision Theory Applied to Business, Economy and Finance, 2nd Edition

edited by

Ivan Arraut

submission deadline 31 Aug 2026 | Viewed by 457 | Submission Open

Keywords: game theory; decision making; rationality; mathematical modeling optimization; optimal control; machine learning

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

Computational and Mathematical Methods in Information Science and Engineering, 3rd Edition

edited by

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and

submission deadline 31 Aug 2026 | Viewed by 439 | Submission Open

Keywords: computational intelligence; mathematical modeling; high-dimensional data analytics; explainable AI; statistical learning physics-informed neural networks text/document analysis; optimization; complex networks; social network; software defects detection; information theory; information security and cryptography; information systems; recommendation systems; intelligent logistics; intelligent energy management; intelligent tourism

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

Mathematics-Based Methods in Artificial Intelligence, Pattern Recognition and Deep Learning, 3rd Edition

edited by

Jie Wen

, Cai Xu and Jinrong Cui

submission deadline 31 Aug 2026 | Viewed by 432 | Submission Open

Keywords: pattern recognition and application; deep learning; artificial intelligence; computer vision

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

Advances in Numerical Analysis and High-Performance Scientific Computing

edited by Thái Anh Nhan

submission deadline 31 Aug 2026 | Viewed by 421 | Submission Open

Keywords: numerical algorithms and analysis; optimization techniques; numerical linear algebra; high-performance and parallel computing; applied and computational mathematics

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

Advances in Mathematical Analysis, Applications and Technologies for IoT Networks Along with Next-Generation IoT and Its Network Security

edited by

Laith Al-Jabouri

and

Martin Fleury

submission deadline 31 Aug 2026 | Viewed by 418 | Submission Open

Keywords: mathematic modelling of IoT networks; next-generation and advanced IoT; IoT network security; multimedia over IoT

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

Stochastic Analysis of Random Field Models and Disordered Systems

edited by

Sanja Janićević

submission deadline 31 Aug 2026 | Viewed by 412 | Submission Open

Keywords: stochastic dynamics and avalanche phenomena in random field models; criticality, scaling, and universality in disordered systems; probabilistic approaches to spin glasses, percolation, and related models; fluctuations, finite-size effects, and large deviation analysis; connections between stochastic processes and non-equilibrium phenomena in disordered media; interdisciplinary applications in materials science, neuroscience, and complex networks

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

Recent Advances in Functional Analysis and Matrix Theory

edited by Maria Zeltser and

Ants Aasma

submission deadline 31 Aug 2026 | Viewed by 406 | Submission Open

Keywords: functional analysis; matrix theory; operator theory; Banach spaces; Hilbert spaces; spectral theory; matrix inequalities; eigenvalue problems; operator matrices; numerical linear algebra; functional equations; mathematical physics; optimization; quantum information; computational mathematics

Mathematical Approaches and Computational Techniques for Next-Generation Fuzzy Systems and Intelligent Control

edited by

Boriana Vatchova

and

Raheleh Jafari

submission deadline 31 Aug 2026 | Viewed by 391 | Submission Open

Keywords: fuzzy control systems; multiobjective optimization; mathematical approaches; explainable AI

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

Numerical Methods and Applications for Phase Field Models

edited by Peicheng Zhu

submission deadline 31 Aug 2026 | Viewed by 390 | Submission Open

Keywords: phase-field model; phase-field crystal model; numerical simulations; finite element method; finite difference method; spectral method; machine learning; numerical schemes based up AI technology

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

New Advances in Medical Image Processing

edited by

Hui Ding

submission deadline 31 Aug 2026 | Viewed by 388 | Submission Open

Keywords: medical image segmentation; medical image classification; multi-modal fusion; deep learning; computer-aided diagnosis

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

Application of Parallel and Distributed Computing

edited by Xiaorong Li

submission deadline 31 Aug 2026 | Viewed by 387 | Submission Open

Keywords: big data; data analytics; artificial intelligence (AI)/machine learning (ML); generative AI; parallel computing; distributed systems; cloud and edge computing; high performance computing (HPC); scalable algorithms; computational science; intelligent applications

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

Connections Between Operational Research and Decision Processes

edited by

Violeta Šniokienė

and

Zenonas Turskis

submission deadline 31 Aug 2026 | Viewed by 377 | Submission Open

Keywords: operational research; decision processes; multi-criteria decision analysis; game theory; fuzzy and stochastic models

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

Mathematical Modeling for Parallel and Distributed Processing, 3rd Edition

edited by

,

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,

and

submission deadline 31 Aug 2026 | Viewed by 362 | Submission Open

Keywords: algebraic digital techniques; distributed computing; parallel processing; algorithm design; mathematical modeling; optimization

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

New Advances in Bioinformatics and Mathematical Modelling, 2nd Edition

edited by

Lyudmila Todorova

and

Olympia Roeva

submission deadline 31 Aug 2026 | Viewed by 338 | Submission Open

Keywords: bioinformatics (genome or protein) databases; molecular cell biology, cell simulation, and modeling; experimental design; clustering, classification, and association rules; interactive data exploration and discovery; search-based data analytics; big data analytics; machine learning; hidden Markov models; global optimization; dynamic programming; evolutionary computation; meta-heuristics algorithms

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

Advance in Artificial Intelligence and Soft Computing with Applications

edited by Lankun Guo

submission deadline 31 Aug 2026 | Viewed by 310 | Submission Open

Keywords: deep learning; soft computing; attention mechanism; neural network; granular computing; knowledge graph; fuzzy set; lattice theory

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

Advanced Control Systems: Theory and Applications

edited by Paolo Di Giamberardino and

Daniela Iacoviello

submission deadline 31 Aug 2026 | Viewed by 305 | Submission Open

Keywords: advanced control; machine learning modelling; data-driven control; model predictive

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

Mathematical and Probabilistic Methods in Financial Econometrics

edited by

Miltiadis Chalikias

and

Dimitra Kouloumpou

submission deadline 31 Aug 2026 | Viewed by 289 | 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)

New Advances in Low Dimensional Dynamical Systems

edited by Tali Pinsky

submission deadline 31 Aug 2026 | Viewed by 285 | Submission Open

Keywords: nonlinear dynamics; forcing relations; robust transitivity; knot theory; template theory

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

Applications of Statistical Methods in Operations Research

edited by Elena Almaraz Luengo

submission deadline 31 Aug 2026 | Viewed by 278 | Submission Open

Keywords: probability; statistics; operations research; security; statistical methods; causal inference; missing data; order statistics; encryption and encoding

(This special issue belongs to the Section D: Statistics and Operational Research)

Advances in Cryptology and Number Theory

edited by Janusz Kazimierz Szmidt

submission deadline 31 Aug 2026 | Viewed by 258 | Submission Open

Keywords: public key cryptography; lattice theory; cryptology; numbers theory

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

Advances in High-Dimensional Scientific Computing

edited by

Xu Guo

submission deadline 10 Sep 2026 | 2 articles | Viewed by 2725 | Submission Open

Keywords: non-local; peridynamics; fractional order; high-dimensional scientific computing; numerical computation; partial differential equations; inverse computation; geotechnical engineering; risk assessment; uncertainty quantification; large-scale data modeling; high-precision numerical analysis; structural engineering

(This special issue belongs to the Section E4: Mathematical Physics)

Machine Learning and Optimization for Clustering Algorithms

edited by

Yalan Qin

submission deadline 10 Sep 2026 | 1 articles | Viewed by 1734 | Submission Open

Keywords: machine learning; clustering; optimization

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

Advanced Algorithms for Multi-Modal Learning, Knowledge Graphs, and Trustworthy AI

edited by Honghui Xu

submission deadline 10 Sep 2026 | 2 articles | Viewed by 1216 | Submission Open

Keywords: multi-modal learning; knowledge graphs; trustworthy AI; privacy-preserving learning; differential privacy; federated learning; edge intelligence; explainable AI; generative AI; resource optimization

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

Foundations of Computational Linguistics: Theory, Methods, and Applications

edited by

Jie Zhou

submission deadline 10 Sep 2026 | Viewed by 383 | Submission Open

Keywords: artificial intelligence; large language models; natural language processing (NLP); agent; alignment; social science; computational linguistics; representation learning; mathematical foundations of NLP; human-centered AI

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

Innovative Methods in Long Sequence Forecasting and Time Series Analysis

edited by Haoyi Zhou, Qingyun Sun and

Bin Shi

submission deadline 15 Sep 2026 | 10 articles | Viewed by 15114 | 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)

Computational Intelligence, Computer Vision and Pattern Recognition

edited by

Jian-Fang Hu

submission deadline 15 Sep 2026 | 3 articles | Viewed by 4103 | 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)

Advances in Computational Mathematics and Applied Mathematics, 2nd Edition

edited by

Tao Liu

,

Fazlollah Soleymani

and Qiang Ma

submission deadline 15 Sep 2026 | 5 articles | Viewed by 4056 | 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)

Mathematical Modeling and Data Science for Biology and Medicine, 2nd Edition

edited by

Takashi Suzuki

submission deadline 15 Sep 2026 | 2 articles | Viewed by 1857 | Submission Open

Keywords: mathematical oncology; mathematical immunology; mathematical epidemiology; population dynamics; mathematical methods in diagnosis and therapy; systems biology; infectious disease modeling; epidemiological dynamics; human behaviors; evolution dynamics; signaling pathways; cell dynamics; biomedical data analysis; biological signal analysis; regression models; data-driven modeling machine learning approaches; data science; multi-scale modeling

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

Mathematical Foundations of Deep Learning for Imaging

edited by

Jürgen Frikel

submission deadline 15 Sep 2026 | 1 articles | Viewed by 786 | Submission Open

Keywords: deep learning; inverse problems; image reconstruction; regularization theory; stability and robustness; medical imaging

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

Computational Approaches to AI Safety and Autonomous Driving

edited by Jinlai Zhang

submission deadline 15 Sep 2026 | Viewed by 336 | Submission Open

Keywords: artificial intelligence (AI); AI safety; AI-driven vehicles; autonomous driving; robust perception; decision-making algorithms; ethical AI

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

Differential Equations and Eigenvalue Problems with Application

edited by

Jiangang Qi

submission deadline 15 Sep 2026 | Viewed by 300 | Submission Open

Keywords: differential and integral equations; boundary value problems; spectrum; differential operator spectrum theory

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

Advances in Mathematical Biology and Applications, 2nd Edition

edited by

Necibe Tuncer

submission deadline 15 Sep 2026 | Viewed by 288 | Submission Open

Keywords: mathematical modeling; differential equations; network analysis; systems biology; computational biology biomathematics; population dynamics; epidemiology; bioinformatics; stochastic processes; nonlinear dynamics; optimization; data analysis

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

Methods, Analysis and Applications in Computational Neuroscience

edited by Giovanny Sánchez

submission deadline 20 Sep 2026 | 3 articles | Viewed by 8934 | Submission Open

Keywords: large-scale neural networks; axon and dendrites; neuromorphic architectures; synaptic transmission

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

Intelligent Robots Control and Navigation and Their Mathematical Methods and Insights

edited by

Paolo Mercorelli

,

Oleg Sergiyenko

and

Oleksandr Tsymbal

submission deadline 20 Sep 2026 | 3 articles | Viewed by 7573 | Submission Open

Keywords: mathematics problems in robot motion and grasp; robot control; robot optimal control; robot stability and analysis of the dynamics; robot motion planning and navigation

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

New Advance in Applied Probability and Statistical Inference

edited by Maurizio Brizzi

submission deadline 20 Sep 2026 | 3 articles | Viewed by 5236 | Submission Open

Keywords: applied probability; discrete distributions; continuous models; statistical inference; point and interval estimation; quantile methods; fuzzy methods; parametric statistical tests; non-parametric statistical tests

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

Modeling, Control and Optimization of Biological Systems

edited by

Junyuan Yang

submission deadline 20 Sep 2026 | 3 articles | Viewed by 3524 | Submission Open

Keywords: ecological modeling; mutiscale immuno-epidemiologial models; parameter identifiaction; disease-informed neural networks; optimal control theory

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

Advances in Control Theory and Optimizations

edited by

Francisco Miranda

and

Helena Sofia Rodrigues

submission deadline 20 Sep 2026 | 1 articles | Viewed by 2429 | Submission Open

Keywords: nonlinear and optimal control methods; robust control and stability analysis in AI-enhanced systems; model predictive control and real-time optimization; adaptive and intelligent control strategies; reinforcement learning and data-driven control strategies; model predictive control and real-time optimization; AI-driven decision-making in control systems; game theory and multi-agent control; computational methods in control and optimization; computational intelligence and evolutionary optimization

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

Advances in Fluid Dynamics and Wave Interaction Phenomena

edited by

,

,

and

submission deadline 20 Sep 2026 | 2 articles | Viewed by 1658 | Submission Open

Keywords: marine engineering; ocean engineering; offshore engineering; coastal engineering; wave-structure interactions; nonlinear wave loads; nonlinear wave propagation; innovative analysis technology for fluid dynamics/wave interactions; development of numerical tools for marine/ocean/coastal engineering; AI/ML applications in marine/ocean/coastal engineering

(This special issue belongs to the Section E4: Mathematical Physics)

Advanced Computational and Intelligent Methods in Signal Processing

edited by

Ping Lang

submission deadline 20 Sep 2026 | 2 articles | Viewed by 1383 | Submission Open

Keywords: signal processing; machine learning; deep learning; optimization algorithms; computational mathematics; time-frequency analysis; intelligent systems; sensor networks; high-performance computing; nonlinear signal analysis

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

Stochastic Processes and Statistical Analysis

edited by Tiandong Wang

submission deadline 20 Sep 2026 | 1 articles | Viewed by 603 | Submission Open

Keywords: stochastic processes; statistical inference; time series analysis; stochastic modeling; probability theory

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

Computing in Image Processing for Remote Sensing and Biomedical Applications, 2nd Edition

edited by

Volodymyr Ponomaryov

,

Vladimir Lukin

,

Bogdan Smolka

and

Beatriz P. García Salgado

submission deadline 20 Sep 2026 | Viewed by 473 | Submission Open

Keywords: image registration; image/video reconstruction; image/video compression; image analysis; image processing; image segmentation and classification; image/video super-resolution in remote sensing; computer vision; 3D visualization; machine/deep learning in remote sensing and medical imaging; parallel computing in imaging; computational models; medical imaging and data analysis

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

Advanced Methods and Applications of Deep Learning in Medicine

edited by

Nan Sheng

, Qiujie Lv and

Yan Wang

submission deadline 20 Sep 2026 | Viewed by 402 | Submission Open

Keywords: deep learning; medical imaging; multimodal data fusion; model interpretability; optimization and regularization; computational biology; drug discovery; clinical decision support

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

Mathematical and Deep Learning-Based Approaches for Advanced Cybersecurity

edited by Akanksha Saini and Abebe Diro

submission deadline 20 Sep 2026 | Viewed by 352 | Submission Open

Keywords: deep learning; intrusion detection; cyber security; neural networks; anomaly detection; network monitoring; malware; artificial intelligence; threat detection; data analysis; deployment; implementation; real-world impact; interdisciplinary

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

Parameterized Complexity and Approximation in Data Management

edited by

Xianmin Liu

submission deadline 20 Sep 2026 | Viewed by 320 | Submission Open

Keywords: parameterized complexity; approximation algorithms; data management; query evaluation; data quality; computational complexity; graph mining; data organization; distributed data management

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

New Perspective on Fractal Geometry and Its Applications

edited by Yumei Xue

submission deadline 20 Sep 2026 | Viewed by 291 | Submission Open

Keywords: fractal geometry and its applications; combinatorics on words; substitution sequences; fractal network; tiling; complex networks; multifractal analysis

(This special issue belongs to the Section B: Geometry and Topology)

Classical and Intelligent Approaches for the Optimization, Control, and Modeling of Dynamic Systems

edited by

Omar Rodríguez-Abreo

submission deadline 20 Sep 2026 | Viewed by 280 | Submission Open

Keywords: machine learning in engineering; classical optimization techniques; optimal control and decision making; data-driven and physics-informed modeling; intelligent engineering systems; evolutionary and metaheuristic algorithms; reinforcement learning for autonomous systems; robotics and mechatronics optimization; intelligent monitoring and predictive maintenance; computational intelligence in industrial applications

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

Advances in Numerical Computation and Mathematical Modeling for Geotechnical Mechanics and Dynamics

edited by

Hao Xiong

submission deadline 20 Sep 2026 | Viewed by 264 | Submission Open

Keywords: geotechnical mechanics and dynamics; numerical computation methods; mathematical modeling; multi-physical field coupling simulation; nonlinear dynamics; constitutive relations; AI-driven geotechnical analysis

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

Mathematical Structure for Biomedicine: Variational Models, PDEs, and Statistical Learning

edited by Andrej Novak and

Davor Horvatic

submission deadline 28 Sep 2026 | Viewed by 360 | Submission Open

Keywords: variational methods; partial differential equations; image processing and analysis; statistical learning; operator learning; biomedical imaging; biomedical signals and time series; uncertainty quantification; calibration and robustness; physics-informed modelling

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

New Insights in Machine Learning (ML) and Deep Neural Networks

edited by

Yanming Guo

, Yu Liu, Tianyuan Yu and Mingrui Lao

submission deadline 30 Sep 2026 | 5 articles | Viewed by 39270 | Submission Open

Keywords: machine learning; multi-modal models; embodied intelligence; artificial intelligence; deep neural networks (DNNs)

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

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