Mathematics

Mathematical Foundations and New Advances in Deep Learning Applications

edited by

and Geon Woo Lee

submission deadline 31 Jul 2025 | Viewed by 329 | 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)

Gaussian Process and Machine Learning

edited by Omid Chatrabgoun and

Alireza Daneshkhah

submission deadline 31 Jul 2025 | Viewed by 320 | 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 306 | 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)

Data-Driven or AI-Driven Optimization Algorithms and Their Applications

edited by

Shiqiang Liu

,

Weidong Li

, Lijun Zhu and Yongman Zhao

submission deadline 31 Jul 2025 | Viewed by 295 | Submission Open

Keywords: planning and scheduling; supply chain management; construction heuristics; metaheuristics; approximation and randomized algorithms; mixed integer programming; algorithmic game theory; deep reinforcement learning; graph neural networks; simulation and digital twins; real-time and online optimization; explainable and interpretable optimization; optimization for sustainability; stochastic optimization; robust optimization; contextual optimization; distributed optimization; variational inequalities and numerical approximations; cross-disciplinary applications

Mathematical Modelling in Computational Fluid Dynamics and Aerodynamics

edited by Zhenhua Jiang

submission deadline 31 Jul 2025 | Viewed by 270 | 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)

Biostatistics and Stochastic Process Analysis

edited by

Suvo Chatterjee

submission deadline 31 Jul 2025 | Viewed by 269 | 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 241 | 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)

Mathematics for Algebraic Coding Theory and Cryptography

edited by

Mariana I. Durcheva

submission deadline 31 Jul 2025 | Viewed by 240 | 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)

Mathematical Methods in Machine Learning and Computer Vision

edited by Chenyou Fan

submission deadline 31 Jul 2025 | Viewed by 227 | 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 200 | 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 179 | 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 156 | 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 153 | 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)

Modern Trends in Game Theory and Optimal Control

edited by Guanxing Fu and Zuoquan Xu

submission deadline 31 Jul 2025 | Viewed by 138 | 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 and Computational Models of Cognition, 2nd Edition

edited by

Ronaldo Vigo

submission deadline 31 Jul 2025 | Viewed by 126 | 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 105 | 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)

Future Technologies and Models for Integrated Transportation and Intelligent Transportation Networks

edited by Chenyu Huang,

Chuyang Yang

and Trung Thanh Nguyen

submission deadline 1 Aug 2025 | 1 articles | Viewed by 1260 | Submission Open

Keywords: intelligent transportation systems; multimodal transportation; transportation network; algorithms; mathematical methods; optimization; data fusion; machine learning; edge computing; digital twins

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

Machine Learning and Finance

edited by

Luca Di Persio

and

Matteo Garbelli

submission deadline 5 Aug 2025 | 10 articles | Viewed by 20624 | 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 | 7 articles | Viewed by 9377 | 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 | 6 articles | Viewed by 6066 | 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 | 2 articles | Viewed by 2021 | 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 791 | 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)

Numerical Analysis of Differential Equations with Applications

edited by

Junseok Kim

submission deadline 10 Aug 2025 | Viewed by 256 | 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 198 | 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 195 | 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)

Mathematics Applications of Artificial Intelligence and Computer Vision

edited by Dimitrios Tsourounis

submission deadline 10 Aug 2025 | Viewed by 190 | 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 | Viewed by 169 | 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)

Advances in Statistical Approaches with Applications for Multivariate Data Analysis

edited by Md Erfanul Hoque

submission deadline 10 Aug 2025 | Viewed by 138 | 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 | 2 articles | Viewed by 2782 | 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 | Viewed by 338 | 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 2731 | 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 2069 | 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 335 | 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 149 | 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 37874 | 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)

Advances in Statistical AI and Causal Inference

edited by

Huiming Zhang

and

Hengzheng Huang

submission deadline 20 Aug 2025 | 5 articles | Viewed by 5526 | Submission Open

Keywords: deep neural networks; causal inference; precision medicine; non-asymptotic theory; treatment effect; statistical machine learning

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

Advances in High-Performance Computing, Optimization and Simulation

edited by Hao Jiang and Zhe Quan

submission deadline 20 Aug 2025 | 2 articles | Viewed by 2081 | Submission Open

Keywords: high-performance computing; parallel algorithms; quantum computations; error analysis; heterogenous computing; mixed precision; communication-avoiding computing; performance tuning; optimization; parallelization; simulation

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

New Advances in Bioinformatics and Mathematical Modelling

edited by

Lyudmila Todorova

and

Olympia Roeva

submission deadline 20 Aug 2025 | 2 articles | Viewed by 2039 | 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)

AI-Driven Innovations in Healthcare: Advances in Machine Learning and Computer Vision

edited by

Zhi-Ri Tang

and Ruihan Hu

submission deadline 20 Aug 2025 | 3 articles | Viewed by 1693 | Submission Open

Keywords: artificial intelligence; healthcare; machine learning; computer vision

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

Stochastic Optimal Control, Game Theory, and Related Applications

edited by Tianyang Nie, Qi Zhang and Shujun Wang

submission deadline 20 Aug 2025 | 3 articles | Viewed by 1392 | Submission Open

Keywords: stochastic optimal control; game theory; maximum principle; dynamic programming principle; forward– backward differential equations; HJB equations

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

Machine Learning Applications in Image Processing and Computer Vision

edited by

Manuel G. Forero

submission deadline 20 Aug 2025 | 1 articles | Viewed by 965 | Submission Open

Keywords: mathematical modeling; machine learning; image processing; computer vision; interpretability; explainable AI; medical imaging; synthetic image generation; feature extraction; anomaly detection

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

The Application of Deep Neural Networks in Image Processing

edited by

Dat Ngo

submission deadline 20 Aug 2025 | 1 articles | Viewed by 854 | Submission Open

Keywords: image classification; object detection; semantic segmentation; image enhancement (e.g.; denoising; deblurring; contrast enhancement; sharpness enhancement); image restoration (e.g.; dehazing; deraining; desnowing; deweathering); edge inference of DNNs

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

Mathematical Models and Numerical Simulation in Engineering

edited by

Carlos Gervasio Rodríguez

and

María Isabel Lamas Galdo

submission deadline 20 Aug 2025 | Viewed by 772 | Submission Open

Keywords: mathematical modeling; computational mathematics; numerical analysis; numerical simulation; engineering; computational fluid dynamics; fluid mechanics

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

Advanced Optimization Methods and Applications, 3rd Edition

edited by

Adrian Marius Deaconu

,

Petru Adrian Cotfas

and

Daniel Tudor Cotfas

submission deadline 20 Aug 2025 | 1 articles | Viewed by 654 | Submission Open

Keywords: optimization algorithms; heuristics and metaheuristics; approximation algorithms; network optimization; location problems; fuzzy optimization; combinatorial optimization; inverse optimization problems; robust optimization; graph theory; optimal control; forecasting; machine learning; artificial intelligence; parallel programming; mathematical optimization; optimization applications

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

Analysis on Differentiable Manifolds

edited by

Adara M. Blaga

submission deadline 20 Aug 2025 | 1 articles | Viewed by 502 | Submission Open

Keywords: differentiable manifold; (pseudo-)Riemannian metric; submanifold; curvature; optimal inequalities; affine connection; polynomial structure; quasi-Einstein manifold; spacetime; geometric flow; soliton; vector field; fiber bundle; vector distribution; foliations

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

Finite Element Method and Its Related Research in Computational Mechanics

edited by Yazhou Wang and Tao Xue

submission deadline 20 Aug 2025 | 1 articles | Viewed by 406 | Submission Open

Keywords: finite element analysis; high-order element; variational method; discontinuous Galerkin method; extended finite element method; stabilized finite element method; non-conforming element method; error estimation and control; adaptive finite element method; overlapping finite element method; meshfree methods; smoothed particle hydrodynamics method; moving particle semi-implicit method; peridynamics; dynamic analysis; time integration algorithms; mesh generation; multi-scale simulation; isogeometric analysis; reduced-order modeling; nonlinear material behavior; viscoelastic and hyperelastic materials; contact and interface modeling; subdomain coupling method; parallel computing; GPU accelerated FEM; FEA software development; data-driven approaches

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

Dynamical Systems and Complex Systems

edited by

Andreas Henrici

submission deadline 20 Aug 2025 | 1 articles | Viewed by 386 | Submission Open

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

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

Recent Trends in Hamiltonian Systems

edited by Dan Offin

submission deadline 20 Aug 2025 | Viewed by 319 | Submission Open

Keywords: stability and bifurcations of periodic orbits; Conley– Zehnder index; homoclinic and heteroclinic phenomena; numerical simulation and discrete Hamiltonian systems; N-body systems; choreographies; Laplace resonant chains; integrable systems and normal forms; equivariant variational principle; free time minimizers; Hamilton– Jacobi equation; weak KAM solutions; Lagrangian submanifolds

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

Advances in Statistical Methods and Machine Learning for Medical and Genetic Epidemiology

edited by

Ayse Ulgen

submission deadline 20 Aug 2025 | Viewed by 205 | Submission Open

Keywords: machine learning; artificial intelligence; genetic epidemiology; causal inference; predictive modeling; big-data analytics; biostatistics; precision medicine

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

Advances in Multimodal Machine Learning in Medical Research

edited by

Joanna Dipnall

submission deadline 20 Aug 2025 | Viewed by 199 | Submission Open

Keywords: multimodal; data fusion; transformer; machine learning; deep learning; graph network

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

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