Mathematics

Innovative Methods in Long Sequence Forecasting and Time Series Analysis

edited by Haoyi Zhou, Qingyun Sun and

submission deadline 15 Sep 2026 | 11 articles | Viewed by 17041

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 | 4 articles | Viewed by 4864

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 4663

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 Foundations of Deep Learning for Imaging

edited by

Jürgen Frikel

submission deadline 15 Sep 2026 | 1 articles | Viewed by 981

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

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

Differential Equations and Eigenvalue Problems with Application

edited by

Jiangang Qi

submission deadline 15 Sep 2026 | 1 articles | Viewed by 589

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)

Computational Approaches to AI Safety and Autonomous Driving

edited by Jinlai Zhang

submission deadline 15 Sep 2026 | Viewed by 448

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)

Methods, Analysis and Applications in Computational Neuroscience

edited by Giovanny Sánchez

submission deadline 20 Sep 2026 | 3 articles | Viewed by 9619 | 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 7901 | 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 | 4 articles | Viewed by 6103 | 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 | 5 articles | Viewed by 4365 | 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)

Advanced Computational and Intelligent Methods in Signal Processing

edited by

Ping Lang

submission deadline 20 Sep 2026 | 7 articles | Viewed by 2909 | 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)

Advances in Control Theory and Optimizations

edited by

Francisco Miranda

and

Helena Sofia Rodrigues

submission deadline 20 Sep 2026 | 1 articles | Viewed by 2691 | 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 1920 | 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)

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 532 | 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 471 | 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)

New Perspective on Fractal Geometry and Its Applications

edited by Yumei Xue

submission deadline 20 Sep 2026 | Viewed by 387 | 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)

Parameterized Complexity and Approximation in Data Management

edited by

Xianmin Liu

submission deadline 20 Sep 2026 | Viewed by 384 | 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)

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

edited by

Hao Xiong

submission deadline 20 Sep 2026 | Viewed by 353 | 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 413 | 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 40674 | 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)

New Solutions for Multimedia and Artificial Intelligence Security

edited by

Hanzhou Wu

submission deadline 30 Sep 2026 | 4 articles | Viewed by 26669 | Submission Open

Keywords: artificial intelligence security; multimedia security and protection; multimedia forensics and anti-forensics; adversarial attacks and defenses; digital watermarking, steganography, and steganalysis; deepfake and misinformation detection; data integrity and authentication; secure signal processing and information hiding; DNN-based multimedia protection techniques; cybersecurity for multimedia systems

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

Machine Learning: Mathematical Foundations and Applications

edited by

Haolan Zhang

, Xingsen Li and Yunfa Fu

submission deadline 30 Sep 2026 | 5 articles | Viewed by 23011 | Submission Open

Keywords: machine learning; efficient computation in large-scale ML; mathematical optimization; PINNS; LLM; GNNs; Markov random fields in probabilistic graphical models; hyperparameter tuning

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

Advanced Numerical and Computational Methods for Engineering and Applied Mathematical Problems, 2nd Edition

edited by

Lihua Wang

,

Benny Yiu-Chung Hon

and

Sheng-Wei Chi

submission deadline 30 Sep 2026 | 8 articles | Viewed by 16527 | Submission Open

Keywords: numerical methods; computational methods; machine learning; differential equations; inverse problems; engineering problems; computational mechanics; mathematical problems; coupled problems; numerical simulations; meshfree methods; finite element methods; radial basis functions methods; multiscale material modeling; machine learning methods; structural dynamics; material modelling; computational mechanics; fluid-structure interaction

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

Image Processing and Generation, Pattern Recognition, and Data Visualization

edited by

Attila Fazekas

and

Miklos Hoffmann

submission deadline 30 Sep 2026 | 6 articles | Viewed by 14730 | Submission Open

Keywords: image processing; pattern recognition; data visualization; machine learning; artificial intelligence; digital topology; AI-based image generation

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

Advances in Mathematical Optimization in Operational Research

edited by

Ke Fu

and Jiayan Xu

submission deadline 30 Sep 2026 | 9 articles | Viewed by 14277 | Submission Open

Keywords: optimization; operational research; operations and supply chain management; real-world applications

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

Mathematical Epidemiological Models: Classical and Interdisciplinary Applications

edited by Till D. Frank

submission deadline 30 Sep 2026 | 11 articles | Viewed by 11737 | Submission Open

Keywords: mathematical epidemiology; infectious diseases; interdisciplinary applications; computer viruses; rumor dynamics; racism dynamics; drug epidemics; voter dynamics; sales dynamics; viral marketing dynamics

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

Recent Advances in Adaptive Control Theory and Applications for Nonlinear Systems

edited by

,

,

and

submission deadline 30 Sep 2026 | 14 articles | Viewed by 11417 | Submission Open

Keywords: adaptive control; neural networks; sliding mode control; multi-agent systems; observer; synchronization; optimization; predictive control

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

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

edited by

Camelia Oprean-Stan

submission deadline 30 Sep 2026 | 5 articles | Viewed by 9445 | 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)

Application of Multiple Criteria Decision Analysis

edited by

Pavel Anselmo Álvarez

and

Ernesto León-Castro

submission deadline 30 Sep 2026 | 7 articles | Viewed by 8792 | Submission Open

Keywords: decision making; decision analysis; decision support systems; negotiation and group decision; real world applications; applications of MCDM; non-classical MCDM methods; decision rules; theories and methodologies; modelling and simulation; modelling of MCDM; fuzzy sets and MCDM; fuzziness in MCDM; uncertainty; soft computing; algorithms; operational research; multi-objective optimization; metaheuristics; sustainable development; management, assessment, or selection; innovation

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

Numerical Methods and Simulations for Turbulent Flow

edited by

Abdelkader Frendi

submission deadline 30 Sep 2026 | 3 articles | Viewed by 8632 | Submission Open

Keywords: turbulent flows; turbulent boundary layer; turbulent channel flow; computational fluid dynamics; fluid–structure interaction; numerical simulations; numerical methods; direct numerical simulations; large eddy simulation; hybrid RANS-LES; Navier–Stokes

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

Advances in Probability Theory and Stochastic Analysis

edited by Paramahansa Pramanik

submission deadline 30 Sep 2026 | 6 articles | Viewed by 8422 | Submission Open

Keywords: stochastic control; stochastic calculus and stochastic differential equations; statistical inference and stochastic processes; mathematical biology; stochastic analysis in sports

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

Mathematical Models for Data Privacy in Blockchain-Enabled Systems

edited by

Ajay Kumar Shrestha

submission deadline 30 Sep 2026 | 2 articles | Viewed by 7228 | Submission Open

Keywords: data privacy; blockchain; distributed systems; smart contracts; secure data sharing; cryptographic models; differential privacy; federated learning; game theory; Internet of Things; supply chain security; financial systems; mathematical modeling

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

Advances in the Analysis and Control of Nonlinear Dynamical Systems and Complex Phenomena

edited by

Gualberto Solís-Perales

and

Adriana Aguilera-González

submission deadline 30 Sep 2026 | 4 articles | Viewed by 5053 | Submission Open

Keywords: nonlinear dynamical systems; nonlinear control; complex phenomena; prediction and synchronization

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

Advances in Fuzzy Intelligence and Non-Classical Logical Computing

edited by Yu-Bin Zhong and Yi Xiang

submission deadline 30 Sep 2026 | 6 articles | Viewed by 4843 | Submission Open

Keywords: fuzzy logic and reasoning; causal models; computability; non-classical logics; artificial intelligence foundations; factor neural networks; knowledge representation; uncertainty modeling

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

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

edited by

Jong-Min Kim

submission deadline 30 Sep 2026 | 4 articles | Viewed by 4783 | 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)

Advances in Risk Models and Actuarial Science

edited by Rui Manuel Rodrigues Cardoso

submission deadline 30 Sep 2026 | 3 articles | Viewed by 4353 | Submission Open

Keywords: climate change in insurance and sustainability; cyber security risks; data science for insurance; reinsurance; non-life insurance mathematics; fraud detection in insurance; telematics data analysis for insurance; estimation and evaluation of risk management models; loss reserving; risk theory

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

Mathematical Applications in Digitalization, Electrification, and Sustainable Development

edited by

Nikolay Hinov

submission deadline 30 Sep 2026 | 3 articles | Viewed by 4081 | Submission Open

Keywords: mathematical models; optimization; numerical methods; digitalization; cybersecurity; electrification; human-centered computing; machine learning; artificial intelligence; energy efficiency; automation; smart grids; data processing

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

Decision Making and Optimization Under Uncertainty

edited by

Zhongming Wu

submission deadline 30 Sep 2026 | 3 articles | Viewed by 4003 | Submission Open

Keywords: decision-making; operations research; stochastic optimization; machine learning; portfolio optimization; risk analysis; data analysis; uncertainty

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

Nonlinear Dynamics and Stochastic Modeling of Complex Systems

edited by Thomas M Michelitsch and Alejandro Pérez Riascos

submission deadline 30 Sep 2026 | 3 articles | Viewed by 3969 | Submission Open

Keywords: stochastic resetting; population dynamics; epidemic spreading; compartment models; predator-prey models; nonlinear systems with random delay effects and memory; stochastic chaos

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

Recent Studies on Partial Differential Equations and Its Applications

edited by Quan Wang

submission deadline 30 Sep 2026 | 3 articles | Viewed by 3658 | 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)

Recent Advances in Quantum Optimization

edited by

Pascal Halffmann

submission deadline 30 Sep 2026 | 2 articles | Viewed by 3617 | Submission Open

Keywords: quantum optimization; optimization; operations research; quantum computing

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

Mathematical and Computational Methods for Image Processing and Pattern Recognition

edited by

Ting Lan

submission deadline 30 Sep 2026 | 2 articles | Viewed by 3419 | Submission Open

Keywords: image processing; pattern recognition; visual computing; data fusion; mathematical modeling; neural network; deep learning; machine learning

Application of the Bayesian Method in Statistical Modeling, 2nd Edition

edited by

Diana Mindrila

submission deadline 30 Sep 2026 | 4 articles | Viewed by 3307 | Submission Open

Keywords: Bayesian analysis; Bayesian estimation; statistics; probability

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

Advances in Functional Analysis and Approximation Theory

edited by Ju Myung Kim

submission deadline 30 Sep 2026 | 3 articles | Viewed by 3006 | Submission Open

Keywords: approximation property; approximate identity; Banach space; operator ideal; tensor norm; Banach algebra; operator theory

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

Numerical Simulation and Analysis of Rock Mechanics Engineering Geology

edited by Alireza Ahangar-Asr

submission deadline 30 Sep 2026 | 2 articles | Viewed by 2813 | Submission Open

Keywords: numerical modeling of rock mechanics; machine learning-enhanced geomechanics; multiphase flow simulation (CFD-DEM coupling); inverse problems in geological parameterization; uncertainty quantification in rock engineering

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

Computational Intelligence and Human–Computer Interaction: Modern Methods and Applications, 3rd Edition

edited by

Grigoreta-Sofia Cojocar

,

Adriana-Mihaela Guran

and

Laura-Silvia Dioşan

submission deadline 30 Sep 2026 | 2 articles | Viewed by 2781 | Submission Open

Keywords: computational intelligence; machine translation; text processing; speech processing; video processing; visual sense; face recognition; fingerprint recognition; posture recognition; adaptive systems; computer vision; neural networks; machine learning; deep learning; semantic analysis; natural language processing; large language models; approximated reasoning; interactive reasoning; user–system interfaces; affective computing; user experience evaluation; agent-based systems; adaptive systems; intelligent UIs and agents; multicontext usability; HCI tools, techniques, and methodologies; computer-supported learning and assessment; computer-aided detection and diagnosis

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

Fractional Calculus Across Physical Scales: From Classical to Quantum Theories in Low- and High-Dimensional Systems

edited by

Ion Vancea

, Cresus F.L. Godinho and Thiago R. Araujo

submission deadline 30 Sep 2026 | 1 articles | Viewed by 2708 | Submission Open

Keywords: fractional calculus; fractal calculus; classical and quantum non-local field theory; fractional quantum mechanics; dimensional regularization; anomalous transport; viscoelastic continua; fractional renormalization; fractional quantum field theory; fractional gravity; Hamiltonian systems; memory kernels; high-dimensional PDEs; symmetries in fractional systems

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

Advances in Queueing Theory and Applications, 2nd Edition

edited by

Alexander Dudin

submission deadline 30 Sep 2026 | 3 articles | Viewed by 2470 | Submission Open

Keywords: queueing theory; stochastic modeling; applied probability

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

Advances in Mobile Network and Intelligent Communication, 2nd Edition

edited by

Jianhua He

,

Wen Sun

, Pengwenlong Gu,

Lu Wang

, Tao Gao and Shufeng Li

submission deadline 30 Sep 2026 | 2 articles | Viewed by 2308 | Submission Open

Keywords: 5G/6G networks; mobile networks; intelligent communications; internet of things; edge computing and intelligence; AI for wireless networks

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

Applied Mathematical Modelling and Dynamical Systems, 3rd Edition

edited by

José Leonel Linhares da Rocha

submission deadline 30 Sep 2026 | 4 articles | Viewed by 2187 | Submission Open

Keywords: mathematical modelling; dynamical systems; nonlinear systems; theory of singularities; fixed point theory; bifurcation theory; complex systems; iteration theory; topological dynamics; ergodic theory; symbolic dynamics; population dynamics; embedding problems; networks; synchronization; simulation; chaos; functional equations

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

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