Mathematics

Mathematical Methods for Machine Learning and Computer Vision

edited by Jianjun Wang

submission deadline 31 Jul 2025 | 1 articles | Viewed by 1428 | Submission Open

Keywords: image recognition and classification; subspace clustering; convex clustering; compressed sensing; recommendation system; matrix/tensor completion; robust principal components analysis; tensor modeling; alternating direction method of multipliers

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

Applications of Advanced Machine Learning and Intelligent Data Analysis

edited by Yajun Yang

submission deadline 31 Jul 2025 | 1 articles | Viewed by 1236 | Submission Open

Keywords: machine learning; data analysis; deep learning; reinforcement learning; unsupervised learning; big data analysis; real-world applications

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

Applications of Mathematics Analysis in Financial Marketing

edited by Yue Qi

submission deadline 31 Jul 2025 | 1 articles | Viewed by 1028 | Submission Open

Keywords: optimization; mathematical finance; portfolio theory; corporate finance modeling; prediction of bankruptcy and failure; financial market modeling; behavioral finance; financial econometrics; ⁠risk management; portfolio optimization; Portfolio optimization and asset allocation; trading systems; market analysis algorithms; market simulations; digital assets and cryptocurrencies; algorithmic trading

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

Application of Mathematical Method in Image Processing and Information Hiding

edited by Manuel Cedillo-Hernandez, Francisco Javier Garcia-Ugalde and

Antonio Cedillo-Hernández

submission deadline 31 Jul 2025 | 1 articles | Viewed by 1024 | Submission Open

Keywords: image processing; information security; information hiding; steganography; visual cryptography; reversible data hiding; visible and invisible watermarking; steganography with visual illusion; fragile watermarking; deep-learning watermarking; semi-fragile watermarking; zero-watermarking; robust watermarking

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

Statistics and Stochastic Modeling in Bioinformatics and Computational Biology

edited by Elizabeth P. Chou

submission deadline 31 Jul 2025 | 1 articles | Viewed by 977 | Submission Open

Keywords: computational statistics; machine learning; high-dimensional data analysis; computational biology; bioinformatics; stochastic modeling; statistical methods; data analysis; predictive modeling; bioinformatics

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

Recent Developments in Numerical Methods for Partial Differential Equations

edited by Olivier Pironneau

submission deadline 31 Jul 2025 | 1 articles | Viewed by 944 | Submission Open

Keywords: numerical analysis; scientific computing; numerical methods; high-performance computing; partial differential equations

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

Reliability Analysis and Statistical Computing

edited by Yubin Tian, Wei Ning and Dianpeng Wang

submission deadline 31 Jul 2025 | 1 articles | Viewed by 851 | Submission Open

Keywords: reliability analysis; reliability optimization; reliability estimation; failure modes and effects analysis (FMEA); accelerated degeneration test (ADT); accelerated life testing (ALT); statistical computing; data-driven statistical assessment

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

Variational Inequality, 2nd Edition

edited by

Jen-Chih Yao

submission deadline 31 Jul 2025 | 1 articles | Viewed by 850 | Submission Open

Keywords: variational inequality; complementarity problem; variational analysis; optimization; optimal control

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

Advanced Optimization Algorithms in the Era of Machine Learning

edited by Francesco Alesiani

submission deadline 31 Jul 2025 | 1 articles | Viewed by 807 | Submission Open

Keywords: optimization for machine learning; gradient estimation for continuous– discrete programming; efficient algorithms for optimal transport optimization; diffusion models and normalizing flows; optimization algorithms for discrete and combinatorial optimization; optimization algorithms for bilevel optimization; optimization algorithms of Bayesian learning; physic inspired optimization and learning methods

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

Advanced Optimization Modeling and Algorithms for Planning and Scheduling

edited by

Panagiotis Oikonomou

submission deadline 31 Jul 2025 | Viewed by 669 | Submission Open

Keywords: planning and scheduling; mathematical programming; combinatorial optimization; stochastic and robust optimization; algorithm design; machine learning; multi-objective optimization; cloud; edge and fog computing; multi-access edge computing (MEC); real-world applications; energy optimization; cost optimization

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

Advances in Biological Systems with Mathematics

edited by

Myriam Cilla Hernandez

and Carlos Borau Zamora

submission deadline 31 Jul 2025 | 1 articles | Viewed by 540 | Submission Open

Keywords: computational biomechanics; cell mechanics; numerical modeling of medical devices; patient-specific-based numerical models; finite element method; diffusion models in the tissue engineering; constitutive models; numerical methods in the biomedical engineering; numerical algorithms and imaging techniques; machine learning techniques

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

Emerging Trends in Computational Biology and Bioinformatics

edited by Xian F. Mallory

submission deadline 31 Jul 2025 | Viewed by 489 | Submission Open

Keywords: graph theory; statistical learning; Bayesian inference; optimization parameter estimate; deep learning; single-cell sequencing; spatial transcriptome; multi-omics; personalized medicine; mutation calling

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

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

edited by

Junzo Watada

submission deadline 31 Jul 2025 | Viewed by 443 | 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 E2: Control Theory and Mechanics)

Evolutionary Computation and Artificial Intelligence in Control and Robotic System

edited by

Hiram Ponce

submission deadline 31 Jul 2025 | Viewed by 412 | Submission Open

Keywords: evolutionary computation; computational intelligence; intelligent control systems; intelligent robotics; machine intelligence; applied artificial intelligence; metaheuristic optimization; neuroevolution; reinforcement learning

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

Mathematical Foundations and New Advances in Deep Learning Applications

edited by

Chanjun Chun

and Geon Woo Lee

submission deadline 31 Jul 2025 | Viewed by 407 | Submission Open

Keywords: mathematical methods in deep learning for speech processing; algorithms for computer vision applications; machine vision and optimization for industrial automation; advances in natural language processing: models and algorithms; deep learning and mathematical modeling in IoT systems; real-time audio and video analysis through neural network algorithms; optimization in edge computing and intelligent IoT devices; mathematical techniques for sensor data analysis in smart environments; cross-disciplinary deep learning applications in healthcare; finance; and security; novel neural network architectures for multi-modal data processing; adaptive systems and machine learning: theoretical foundations; semantic analysis; knowledge representation; and algorithmic approaches; deep learning for smart cities and surveillance systems: algorithmic innovations; usability and user interaction optimization in AI-driven interfaces; evaluation frameworks and methodologies for deep learning-based systems; emerging trends in AI-driven automation: mathematical and algorithmic perspectives

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

Statistical Modeling and Analysis in Medical Research

edited by Lazarus K. Mramba and Qihui Yang

submission deadline 31 Jul 2025 | Viewed by 398 | Submission Open

Keywords: statistics; biostatistics; biometrics

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

Current Advances in Biostatistics and Bioinformatics

edited by

Lun Hu

and Peng-Wei Hu

submission deadline 31 Jul 2025 | Viewed by 391 | Submission Open

Keywords: biostatistics; bioinformatics; biology; genomic data analysis; computational biology; machine learning; data analysis; data visualization in biology

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

Innovative Applications of Intelligent Computing in Image Processing and Computer Vision

edited by

Mei-Ling Huang

, Chih-Chieh Chang, Yao-San Lin and

Shu-Fen Li

submission deadline 31 Jul 2025 | Viewed by 379 | Submission Open

Keywords: intelligent computing; image processing; computer vision; mathematical modeling; optimization; industrial inspection; security and surveillance; prognostics and health management (PHM); autonomous systems; precision agriculture; cultural heritage; medical imaging

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

Gaussian Process and Machine Learning

edited by Omid Chatrabgoun and

Alireza Daneshkhah

submission deadline 31 Jul 2025 | Viewed by 369 | 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 D1: Probability and Statistics)

Engineering Thermodynamics and Fluid Mechanics

edited by

Annunziata Palumbo

and

Mario Versaci

submission deadline 31 Jul 2025 | Viewed by 369 | Submission Open

Keywords: magnetorheological fluids; advanced thermodynamics; nonlinear wave propagation; computational fluid dynamics; rheological models; biological fluids; multi-scale modeling; hybrid materials; energy management; metamaterials

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

Modern Trends in Game Theory and Optimal Control

edited by Guanxing Fu and Zuoquan Xu

submission deadline 31 Jul 2025 | 1 articles | Viewed by 328 | Submission Open

Keywords: stochastic control; game theory; mean field game; mean field control; financial mathematics

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

Mathematical Modelling in Computational Fluid Dynamics and Aerodynamics

edited by Zhenhua Jiang

submission deadline 31 Jul 2025 | Viewed by 315 | Submission Open

Keywords: computational fluid dynamics; numerical methods; mathematical modelling; engineering mathematics; aerodynamics

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

Mathematics for Algebraic Coding Theory and Cryptography

edited by

Mariana I. Durcheva

submission deadline 31 Jul 2025 | Viewed by 301 | Submission Open

Keywords: algebraic coding theory; error-correcting codes; public-key cryptography; symmetric-key cryptography; post-quantum algebraic cryptography; secure communication; computational complexity in cryptography

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

Biostatistics and Stochastic Process Analysis

edited by

Suvo Chatterjee

submission deadline 31 Jul 2025 | Viewed by 291 | Submission Open

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

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

Advances in Portfolio Optimization and Computational Finance: Bridging Theory, Machine Learning, and Real-World Applications

edited by Pilar Grau-Carles

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

Keywords: portfolio optimization; computational finance; machine learning in asset allocation; risk management; stochastic optimization models

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

Mathematical Methods in Machine Learning and Computer Vision

edited by Chenyou Fan

submission deadline 31 Jul 2025 | Viewed by 260 | Submission Open

Keywords: AI for science; approximate physical formulae; approximate mathematical equations; denoising diffusion probabilistic models; explainable large language models; explainable large visual models; ordinary and partial differential equations; stochastic differential equations; ML models for geometry problems; AI reasoning models

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

Inverse Problems and Imaging: Theory and Applications, 2nd Edition

edited by

Jürgen Frikel

submission deadline 31 Jul 2025 | Viewed by 230 | Submission Open

Keywords: inverse problems; regularization; imaging; image reconstruction; image analysis; tomography; tomographic reconstruction; feature reconstruction; multimodality imaging; multienergy imaging; ultrasound imaging; optical imaging; photoacoustic tomography; magnetic resonance tomography; magnetic particle imaging; artifact reduction; dynamic inverse problems; dynamic tomography; motion artifacts; deep learning in imaging

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

Mathematical Method in Parallel Computing and High-Performance Computing

edited by Rongchun Li

submission deadline 31 Jul 2025 | Viewed by 219 | Submission Open

Keywords: parallel computing; high-performance computing (HPC); mathematical algorithms; numerical methods; scalability; computational efficiency; data processing; scientific simulations; interdisciplinary collaboration; computational optimization

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

Multiphase Flow and Artificial Intelligence

edited by Weikai Ren and Ziqing Pan

submission deadline 31 Jul 2025 | Viewed by 189 | Submission Open

Keywords: multiphase flows; artificial intelligence; machine learning; fluid flow; hydrodynamics; multiphase flow measurement; turbulence; multiphase flows and combustion; CFD theory and application; underground energy; porous media; bubbles; hydrogen; fuel cells; CCUS

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

Modelling and Simulation of Complex Physical Systems

edited by Delfino Ladino-Luna

submission deadline 31 Jul 2025 | Viewed by 188 | Submission Open

Keywords: stability; finite time; ecological function; objective function; thermodynamic optimization; non-equilibrium thermodynamics; algorithmic thermodynamics; thermodynamic equations; applied mathematical methods; computational physics; modeling of energy-converting systems; modeling of energy systems; modeling of thermal systems; energy conversion modeling; complex physical systems; quantum thermodynamic machines; quantum machine modeling

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

Mathematical and Computational Models of Cognition, 2nd Edition

edited by

Ronaldo Vigo

submission deadline 31 Jul 2025 | Viewed by 155 | 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)

Nonlinear Vibration Theory and Mechanical Dynamics, 2nd Edition

edited by

Livija Cveticanin

submission deadline 31 Jul 2025 | Viewed by 124 | Submission Open

Keywords: nonlinear oscillators; dynamics of mechanisms and machines; dynamics of systems with variable mass; nonlinear phenomena in mechanical systems; analytical solving procedures; computational methods in nonlinear systems

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

Machine Learning and Finance

edited by

Luca Di Persio

and

Matteo Garbelli

submission deadline 5 Aug 2025 | 13 articles | Viewed by 26328 | Submission Open

Keywords: machine learning; neural networks; finance; XAI; MFGs; economics; computer science; stochastic analysis; risk; predictive modelling; CR modelling; fraud detection; sentiment analysis

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

Mathematical Modelling, Analysis, and Optimization for Engineering and Mechanics

edited by

Sotos C. Generalis

and

Philip Trevelyan

submission deadline 10 Aug 2025 | 8 articles | Viewed by 10426 | Submission Open

Keywords: fluid dynamics; turbulence modelling; nonlinear dynamics; hydrodynamic instabilities; fluids in porous media; thin films; mathematical modelling; nonlinear analysis; numerical methods; partial differential equations; Navier– Stokes systems

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

Recent Studies in Differential Geometry and Its Applications

edited by

Hristo Manev

submission deadline 10 Aug 2025 | 7 articles | Viewed by 6901 | Submission Open

Keywords: differentiable manifold; (pseudo-)Riemannian metric; affine connection; soliton; vector field

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

Statistics: Theories and Applications

edited by

Jiancheng Jiang

, Shaoyu Li and

Niansheng Tang

submission deadline 10 Aug 2025 | 4 articles | Viewed by 2794 | Submission Open

Keywords: Bayesian statistics; distributed computing; variable selection; nonparametric smoothing; financial time series analysis; analysis of genetics data; high-dimensional data; AI-assisted model validation

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

Advanced Mathematical Methods for Networked System Control and Synchronization

edited by Ziqian Liu, Yanli Huang and Jinliang Wang

submission deadline 10 Aug 2025 | 1 articles | Viewed by 920 | Submission Open

Keywords: networked systems; control theory; synchronization; differential equations; graph theory; optimization algorithms; Lyapunov functions; consensus algorithms; game theory; Kalman filters

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

Mathematics Applications of Artificial Intelligence and Computer Vision

edited by Dimitrios Tsourounis

submission deadline 10 Aug 2025 | 1 articles | Viewed by 818 | Submission Open

Keywords: computer vision; artificial intelligence; mathematical modeling; image processing; deep learning; pattern recognition; geometric methods; knowledge distillation; optimization techniques; computational intelligence

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

Computation, Modeling and Simulation for Nanofluidics

edited by Musawenkosi Patson Mkhatshwa and

Precious Sibanda

submission deadline 10 Aug 2025 | 1 articles | Viewed by 559 | Submission Open

Keywords: computational techniques; nanofluidics; mathematical modeling; molecular dynamics; multi-scale approaches; machine learning; micro- and nanoscale transport; fluid dynamics; heat and mass transport

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

Numerical Analysis of Differential Equations with Applications

edited by

Junseok Kim

submission deadline 10 Aug 2025 | Viewed by 297 | Submission Open

Keywords: mathematical models for ordinary differential equations; mathematical methods for partial differential equations; numerical methods for ordinary differential equations; numerical methods for partial differential equations; existence analysis for differential equations; convergence analysis for differential equations; computational experiments for differential equations

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

Mathematical Methods in Computer Graphics and Image Processing

edited by Wanwan Li

submission deadline 10 Aug 2025 | Viewed by 244 | Submission Open

Keywords: realistic rendering; object recognition; image enhancement; procedural modeling; mathematical frameworks; differential geometry; numerical methods; optimization techniques; machine learning; computational algebra

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

Advancements in Application of Scientific Computing and Numerical Analysis

edited by Faranak Courtney-Pahlevani

submission deadline 10 Aug 2025 | Viewed by 229 | Submission Open

Keywords: numerical analysis; scientific computing; numerical algorithms; numerical methods in ODE and PDE; optimization; interpolation

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

Advances in Statistical Approaches with Applications for Multivariate Data Analysis

edited by Md Erfanul Hoque

submission deadline 10 Aug 2025 | Viewed by 173 | Submission Open

Keywords: multivariate data; biostatistical methods; time series analysis; dynamic data science; machine/statistical learning; computational statistics; bayesian analysis; longitudinal data analysis; image analysis; spatial/spatio temporal analysis

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

Artificial Intelligence and Mathematical Models in Robotics and Automation

edited by Biao Lu and Minnan Piao

submission deadline 11 Aug 2025 | 3 articles | Viewed by 3713 | Submission Open

Keywords: artificial intelligence; mathematical models; robotics; automation; machine learning; control theory; perception and sensing; decision making; human– robot interaction; autonomous systems

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

Artificial Intelligence and Data Science, 2nd Edition

edited by

Shuo Yu

and

Feng Xia

submission deadline 11 Aug 2025 | 2 articles | Viewed by 620 | Submission Open

Keywords: intelligent computing such as auto machine learning; lifelong learning; etc.; complexity theory; high-performance computing; big data technologies and applications

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

Applications of Fuzzy Optimization and Decision Making

edited by Maria Carmen Sánchez-Gil

submission deadline 15 Aug 2025 | 1 articles | Viewed by 2894 | Submission Open

Keywords: mathematical modeling; decision-making; fuzzy optimization; fuzzy computing; optimization applications; fuzzy sets; hybrid fuzzy optimization; fuzzy ranking

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

Recent Computational Analysis and Simulation for Mathematical Soft Computing Modelling and Nanoscience: Optimisation Techniques

edited by

Chakravarthula S. K. Raju

,

Puneet Rana

,

Nehad Ali Shah

,

B.C. Prasannakumara

and Mamatha S. Upadhya

submission deadline 15 Aug 2025 | 1 articles | Viewed by 2149 | Submission Open

Keywords: soft computing techniques; mesoscopic/macroscopic formulations; physical nanomaterial models for experimental design and characterization; heat enhancement; nanoparticles; numerical simulations; thermal transferring in nanostructures; thermal measurement technologies; heat transfer; multi-scale computational approaches; artificial intelligence; machine learning; image processing; entropy analysis; hybrid models; combination of mathematical algorithms; discretization methods; particle physics

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

Advancements in Distributed Computing and Blockchain Technologies

edited by Yingjie Xue

submission deadline 15 Aug 2025 | 1 articles | Viewed by 476 | Submission Open

Keywords: distributed computing; blockchain technology; decentralization; security; privacy; algorithms; smart contracts; scalability; interoperability; applications; governance; data integrity

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

Network Comparison and Alignment: Topology Beyond Degrees and Paths

edited by

Wayne B Hayes

submission deadline 15 Aug 2025 | Viewed by 182 | Submission Open

Keywords: network analysis; network alignment; graphlets; network motifs

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

Advances in Business Intelligence: Theoretical and Empirical Issues

edited by

Basilis Boutsinas

submission deadline 20 Aug 2025 | 6 articles | Viewed by 40483 | Submission Open

Keywords: business intelligence; business analytics; big data; web analytics; business process; competitive intelligence

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

Journal Menu

Journal Browser

Special Issues

Further Information

Guidelines

MDPI Initiatives

Follow MDPI