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Computation publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue polices and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Emerging Applications in Web Behavior Mining and Analysis in Preparation for Disease X

edited by

Nirmalya Thakur

submission deadline 15 Dec 2024 | 1 articles | Viewed by 2903 | Submission Open

Keywords: Disease X; COVID-19; MPox; web behavior; big data; data mining; data analytics; data science; machine learning; artificial intelligence

(This special issue belongs to the Section Computational Engineering)

Synergy between Multiphysics/Multiscale Modeling and Machine Learning

edited by Adnan Ibrahimbegovic

submission deadline 15 Dec 2024 | 1 articles | Viewed by 1098 | Submission Open

Keywords: heterogeneous materials; complex structures; multibody systems; machine learning; biomechanics; material and structure failures; adaptive modeling; mechanics of porous media; fluid-structure interaction; multi-phase flows; wave propagation; stochastic processes; uncertainty propagation

(This special issue belongs to the Section Computational Engineering)

Computational Approaches for Manufacturing

edited by Lichao Fang

submission deadline 15 Dec 2024 | Viewed by 330 | Submission Open

Keywords: multiphysics modeling; data-driven modeling; additive manufacturing; welding; casting; image processing; process– structure property

(This special issue belongs to the Section Computational Engineering)

Graph Theory and Its Applications in Computing

edited by

, Rao Li,

and

submission deadline 31 Dec 2024 | 11 articles | Viewed by 26624 | Submission Open

(This special issue belongs to the Section Computational Engineering)

Computational Advances in Aerospace Engineering: Modeling, Simulation and Aerospace Systems Testing

edited by

Andry Sedelnikov

submission deadline 31 Dec 2024 | 2 articles | Viewed by 6815 | Submission Open

Keywords: aerospace engineering; modeling; simulation; aerospace systems; artificial intelligence; control systems and algorithms; processing of measurement results; motion of aerospace systems

(This special issue belongs to the Section Computational Engineering)

Computational Approaches in Corporate Finance, Risk Management and Financial Markets

edited by

Ştefan Cristian Gherghina

submission deadline 31 Dec 2024 | 3 articles | Viewed by 4367 | Submission Open

Keywords: deep learning; early warning models; artificial neural networks; multi-criteria decision-making methods; volatility forecasts; risk spillover; copulas; minimum spanning tree; transfer entropy; wavelet coherence analysis

Computational Intelligence for Cybersecurity Applications

edited by

Yassine Maleh

Karim Ouazzane

and

Ahmed A. Abd El-Latif

submission deadline 31 Dec 2024 | Viewed by 261 | Submission Open

Keywords: computational intelligence; cybersecurity applications; intrusion detection systems; malware detection; evolutionary algorithms; threat intelligence; data privacy; adversarial attacks

(This special issue belongs to the Section Computational Engineering)

Data Analysis and Intelligent Decision-Making in Industrial Production

edited by Rym M'Hallah and Yacine Laalaoui

submission deadline 1 Jan 2025 | Viewed by 207 | Submission Open

Keywords: industrial production; responsive manufacturing; machine and reinforcement learning; data analysis; intelligent data-driven decision making

(This special issue belongs to the Section Computational Engineering)

Deep Learning Based Hybrid Modelling of Poromechanics and Fluid Dynamics

edited by Leonid B. Sheremetov and Caterina Millevoi

submission deadline 15 Jan 2025 | Viewed by 198 | Submission Open

Keywords: coupled hydro-poromechanics; hybrid modeling; deep learning; data-driven scientific computing; fluid flow modeling; neural operator; partial differential equations; physics-informed neural networks; real-life applications; reservoir simulation

(This special issue belongs to the Section Computational Engineering)

Computational Medical Image Analysis—2nd Edition

edited by

Anando Sen

submission deadline 31 Jan 2025 | 2 articles | Viewed by 2747 | Submission Open

Keywords: computational imaging; medical imaging; anatomical imaging; functional imaging; machine learning; neural networks; digital pathology

(This special issue belongs to the Section Computational Biology)

Quantitative Finance and Risk Management Research: 2nd Edition

edited by

Athanasios G. Tsagkanos

and

Vasilios I. Sogiakas

submission deadline 31 Jan 2025 | 1 articles | Viewed by 2061 | Submission Open

Keywords: quantitative finance; risk management research; credit risk; financial crisis

(This special issue belongs to the Section Computational Social Science)

Application of Biomechanical Modeling and Simulation

edited by

Luis Pastor Sánchez-Fernández

submission deadline 31 Jan 2025 | 1 articles | Viewed by 1220 | Submission Open

(This special issue belongs to the Section Computational Biology)

Computational Methods in Structural Engineering

edited by

Manolis Georgioudakis

Vagelis Plevris

and

Mahdi Kioumarsi

submission deadline 28 Feb 2025 | 7 articles | Viewed by 12692 | Submission Open

Keywords: structural engineering; computational methods; FEM; finite element analysis; optimization

(This special issue belongs to the Section Computational Engineering)

Post-Modern Computational Fluid Dynamics

edited by

Dimitrios Koubogiannis

submission deadline 28 Feb 2025 | 5 articles | Viewed by 6594 | Submission Open

Keywords: CFD techniques; CFD applications; design optimization; flow control; reduced-order modeling; machine learning

Multi-Omics for Diagnosing Diseases: Bioinformatics Approaches and Integrative Data Analyses

edited by

Emanuel Maldonado

and

Imran Khan

submission deadline 28 Feb 2025 | Viewed by 167 | Submission Open

Keywords: bioinformatics; computer hardware; software; and methods; first-/second-/third-generation sequencing; clinical genomics; mendelian diseases; whole-exome sequencing; evolutionary and comparative genomics; whole-genome sequencing; multi-omics; microbiome diseases

(This special issue belongs to the Section Computational Biology)

Mathematical Modeling and Study of Nonlinear Dynamic Processes

edited by

Alexander Pchelintsev

submission deadline 30 Apr 2025 | 17 articles | Viewed by 31940 | Submission Open

Keywords: nonlinear dynamics; regular and chaotic dynamics; mathematical modeling; poisson stability; recurrent motions; lyapunov exponents; numerical methods

(This special issue belongs to the Section Computational Engineering)

Nonlinear System Modelling and Control

edited by Chathura Wanigasekara

submission deadline 30 Apr 2025 | 2 articles | Viewed by 1836 | Submission Open

Keywords: adaptive control; robust control; data-driven modelling; sliding mode control; model predictive control (MPC); fuzzy logic modelling; neural network modelling; networked control systems; hybrid systems; nonlinear observer design; optimal control; lyapunov-based modelling; nonlinear system reduction; time delay systems; applications of nonlinear system modelling and control

(This special issue belongs to the Section Computational Engineering)

Advances in Crash Simulations: Modeling, Analysis, and Applications

edited by

Andrés Amador Garcia-Granada

and

Hirpa G. Lemu

submission deadline 30 Apr 2025 | 1 articles | Viewed by 1219 | Submission Open

Keywords: explicit crash; mass scaling; injury criteria; airbags; sled test; dummy; EuroNCAP; material models; shell theory; fracture; weld points; battery impact; energy

(This special issue belongs to the Section Computational Engineering)

Computational Social Science and Complex Systems—2nd Edition

edited by

Minzhang Zheng

and

Pedro D. Manrique

submission deadline 30 Apr 2025 | 1 articles | Viewed by 1140 | Submission Open

Keywords: computational social science; complex systems; big data; social networks; machine learning; natural language processing

(This special issue belongs to the Section Computational Social Science)

Recent Advances on Computational Linguistics and Natural Language Processing

edited by

Khaled Shaalan

and

Filippo Palombi

submission deadline 30 Apr 2025 | Viewed by 443 | Submission Open

Keywords: computational linguistics; natural language processing; machine learning; deep learning; multilingual NLP; ethical AI; language models

(This special issue belongs to the Section Computational Social Science)

Generative AI in Action: Trends, Applications, and Implications

edited by Xin Gu and

Fariza Sabrina

submission deadline 15 Jun 2025 | Viewed by 146 | Submission Open

Keywords: generative AI; machine learning; natural language processing; large language models; data engineering

Advances in Computational Methods for Fluid Flow

edited by

and

submission deadline 30 Jun 2025 | Viewed by 423 | Submission Open

Keywords: computational fluid dynamics (CFD); fluid flow; numerical methods; machine learning; high-performance computing; multiphysics modeling; experimental validation

(This special issue belongs to the Section Computational Engineering)

Kinematics, Dynamics and Control for Rehabilitation Robotics and Prostheses

edited by

Manuel Arias-Montiel

submission deadline 30 Jun 2025 | Viewed by 258 | Submission Open

Keywords: kinematic analysis; dynamic modeling; mathematical methods; collaborative simulation; motion control; rehabilitation robotics; robotic prosthesis; exoskeletons

(This special issue belongs to the Section Computational Engineering)

Advanced Topology Optimization: Methods and Applications

edited by Yun-Fei Fu

submission deadline 30 Jun 2025 | Viewed by 229 | Submission Open

Keywords: topology optimization theory; light-weight design; design for manufacturing; lattice structure design; multi-physics problems; large-scale optimization problems; software development; novel furniture design; finite element analysis of topologically optimized designs; AI-based topology optimization

Applications of Intelligent Computing and Modeling in Construction Engineering

edited by

Jerzy Rosłon

Michał Podolski

and Bartłomiej Sroka

submission deadline 30 Sep 2025 | Viewed by 106 | Submission Open

Keywords: intelligent computing; construction engineering; artificial intelligence (AI); machine learning (ML); structural analysis; predictive modeling; optimization algorithms; building information modeling (BIM); automation in construction; sustainable construction

Monitoring of Subsurface Fluid Flow Based on Computational Models

edited by Martha Lien and Trond Mannseth

submission deadline 15 Oct 2025 | Viewed by 143 | Submission Open

Keywords: machine learning; multi-physics inversion; uncertainty quantification; data assimilation; numerical modelling; subsurface flow simulations; geophysical data; bayesian methods; artificial intelligence; seismics; gravimetry; electromagnetics

(This special issue belongs to the Section Computational Engineering)

Artificial Intelligence Applications in Public Health: 2nd Edition

edited by

Dmytro Chumachenko

and

Sergiy Yakovlev

submission deadline 31 Oct 2025 | Viewed by 40 | Submission Open

Keywords: artificial intelligence; public health; computation; disease surveillance; predictive modeling; health systems optimization; public health informatics; data-driven medicine

Theoretical Advances and Applications of the Interplay of Dynamic Programming and Evolutionary Computation

edited by

Jakub Kudela

submission deadline 31 Oct 2025 | Viewed by 31 | Submission Open

Keywords: dynamic programming; predictive control; rolling horizon control; Q-learning; evolutionary computation; metaheuristics; hybrid algorithms

(This special issue belongs to the Section Computational Engineering)

Feature Papers in Computational Biology

edited by

Gennady Bocharov

Dick De Ridder

and

Rainer Breitling

submission deadline 31 Oct 2025 | Viewed by 4 | Submission Open

Keywords: computational biology; bioinformatics; systems biology; computational genomics; machine learning; high-throughput sequencing; protein interaction modeling; data analysis; structural bioinformatics; evolutionary dynamics; biological networks; biomechanics; population dynamics; multiscale modelling; biological complexity; multiphysics models; hierarchical regulation; biological control and optimization

(This special issue belongs to the Section Computational Biology)

Moving Object Detection Using Computational Methods and Modeling

edited by