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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 policies 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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Applications of Intelligent Computing and Modeling in Construction Engineering

edited by

Jerzy Rosłon

Michał Podolski

and Bartłomiej Sroka

submission deadline 30 Sep 2025 | 4 articles | Viewed by 6655 | 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

Feature Papers in Computational Chemistry

edited by

Alexander S. Novikov

and

Felipe Fantuzzi

submission deadline 30 Sep 2025 | 8 articles | Viewed by 4481 | Submission Open

Keywords: computational chemistry; quantum chemistry; DFT; QTAIM; ab initio; machine learning; big data; artificial intelligence; modeling

(This special issue belongs to the Section Computational Chemistry)

Computational Approaches for Manufacturing

edited by Lichao Fang

submission deadline 30 Sep 2025 | 3 articles | Viewed by 2764 | 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)

Nonlinear System Modelling and Control

edited by Chathura Wanigasekara

submission deadline 30 Oct 2025 | 5 articles | Viewed by 6474 | 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)

Artificial Intelligence Applications in Public Health: 2nd Edition

edited by

Dmytro Chumachenko

and

Sergiy Yakovlev

submission deadline 31 Oct 2025 | 7 articles | Viewed by 13283 | Submission Open

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

Feature Papers in Computational Biology

edited by

Gennady Bocharov

Dick De Ridder

and

Rainer Breitling

submission deadline 31 Oct 2025 | 2 articles | Viewed by 1660 | 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)

Computational Heat and Mass Transfer (ICCHMT 2025)

edited by

Ali Cemal Benim

Rachid Bennacer

, Zafer Dursunkaya,

Abdulmajeed A. Mohamad

Jan Taler

and

Qiuwang Wang

submission deadline 31 Oct 2025 | Viewed by 397 | Submission Open

Keywords: computational methods; combustion; fire; turbulence; multi-phase flows; environmental flow; fluid machinery; biofluid dynamics

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

edited by

Jakub Kudela

submission deadline 31 Oct 2025 | Viewed by 197 | 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)

Computational Simulation of Groundwater Flow

edited by

Alessandra Feo

Fulvio Celico

Andrea Zanini

and Riccardo Pinardi

submission deadline 15 Nov 2025 | Viewed by 184 | Submission Open

Keywords: groundwater flow; groundwater contamination modeling; groundwater immiscible flow; fluid flow; DNAPL/LNAPL migration/extraction; numerical simulations; numerical methods; water resources; groundwater remediation; variably saturated zones; free product pumping; oil spill

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

edited by

Emanuel Maldonado

and

Imran Khan

submission deadline 30 Nov 2025 | Viewed by 481 | 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)

Kinematics, Dynamics and Control for Rehabilitation Robotics and Prostheses

edited by

Manuel Arias-Montiel

submission deadline 30 Dec 2025 | 2 articles | Viewed by 2192 | 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)

Advances in Computational Methods for Fluid Flow

edited by

and

submission deadline 31 Dec 2025 | 13 articles | Viewed by 12580 | 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)

Advanced Topology Optimization: Methods and Applications

edited by Yun-Fei Fu

submission deadline 31 Dec 2025 | 5 articles | Viewed by 4206 | 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

Object Detection Models for Transportation Systems

edited by

Taqwa AlHadidi

Shadi Jaradat

and

Ahmed Jaber

submission deadline 31 Dec 2025 | 1 articles | Viewed by 2582 | Submission Open

Keywords: object detection; computational methods; transportation systems; autonomous vehicles; machine learning; computer vision

(This special issue belongs to the Section Computational Engineering)

Diagnosing Faults with Machine Learning

edited by

Zoltan-Iosif Korka

and Attila Gerőcs

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1270 | Submission Open

Keywords: machine learning; fault detection; fault diagnosis; fault prognosis

(This special issue belongs to the Section Computational Engineering)

Numerical Simulation of Nanofluid Flow in Porous Media

edited by

Gamal Ismail

submission deadline 31 Dec 2025 | 1 articles | Viewed by 1043 | Submission Open

Keywords: nanofluids; porous media; numerical simulation; analytical solution; approximate solution; computational fluid dynamics; finite element method; finite volume method; lattice Boltzmann method; heat transfer; rheological modeling; particle dispersion; Multiphysics modeling; dynamical systems; numerical solutions; flow dynamics

(This special issue belongs to the Section Computational Engineering)

Moving Object Detection Using Computational Methods and Modeling

edited by

Sergii Khlamov

Oleg Sergiyenko

and David E Mkrtichian

submission deadline 31 Dec 2025 | 1 articles | Viewed by 949 | Submission Open

Keywords: computational methods; motion detection; object tracking; mathematical modeling; machine vision; image and pattern recognition

(This special issue belongs to the Section Computational Engineering)

Integrative Computational Methods for Second-and Third-Generation Sequencing Data

edited by

Hao Lin

Guojun Liu

and

Alexey Sarapultsev

submission deadline 31 Dec 2025 | 1 articles | Viewed by 702 | Submission Open

Keywords: transcriptomics; single-cell RNA sequencing; long-read sequencing; multi-omics integration; alternative splicing; isoform discovery; cell type annotation; regulatory networks; cancer genomics; computational biology

(This special issue belongs to the Section Computational Biology)

Experiments/Process/System Modeling/Simulation/Optimization (IC-EPSMSO 2025)

edited by

Demos T. Tsahalis

submission deadline 31 Dec 2025 | Viewed by 178 | Submission Open

Keywords: experiments; process; system Modeling; simulation; optimization

Numerical Medical Imaging Processing

edited by Asma Dali

submission deadline 31 Dec 2025 | Viewed by 147 | Submission Open

Keywords: medical image processingimage segmentation; image classification; image registration; machine learning

(This special issue belongs to the Section Computational Biology)

Smart Analytics for Future Energy Systems

edited by

Marina Budanko

, Martina Odeljan and Zvonimir Guzović

submission deadline 31 Dec 2025 | Viewed by 52 | Submission Open

Keywords: data science; energy transition; machine learning; energy efficiency; big data analytics; renewable energy; sustainability

Generative AI in Action: Trends, Applications, and Implications

edited by Xin Gu and

Fariza Sabrina

submission deadline 15 Jan 2026 | 1 articles | Viewed by 1797 | Submission Open

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

Computational Social Science and Complex Systems—2nd Edition

edited by

Minzhang Zheng

and

Pedro D. Manrique

submission deadline 31 Jan 2026 | 2 articles | Viewed by 2443 | 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)

Integrated Computer Technologies in Mechanical Engineering—Synergetic Engineering IV

edited by Oleksii Lytvynov,

Volodymyr Pavlikov

and

Dmytro Krytskyi

submission deadline 31 Jan 2026 | 1 articles | Viewed by 556 | Submission Open

Keywords: artificial intelligence and smart systems; robotics and UAVs; mechanical engineering; creation of rocket space systems

Evolutionary Computation for Smart Grid and Energy Systems

edited by

Jesús María López-Lezama

and

Oscar Danilo Montoya

submission deadline 31 Jan 2026 | Viewed by 93 | Submission Open

Keywords: evolutionary algorithms; smart grids; energy system optimization; metaheuristic approaches; renewable energy integration; nonlinear optimization and control; distribution networks

Applications of Machine Learning and Data Science Methods in Social Sciences

edited by Zhiyong Zhang, Xin (Cynthia) Tong and Jiashang Tang

submission deadline 1 Feb 2026 | 2 articles | Viewed by 1599 | Submission Open

Keywords: Bayesian methods; longitudinal data analysis; multilevel data analysis; classification and regression tree; data mining; natural language processing (NLP); network data analysis; text analysis; processing data analysis; health analytics

Modern Applications for Computational Methods in Applied Economics and Business Engineering

edited by

Antonio Martínez Raya

and Manuel Uche-Soria

submission deadline 28 Feb 2026 | 3 articles | Viewed by 3763 | Submission Open

Keywords: computational economics; artificial intelligence; transportation demand modeling; financial market prediction; social computing

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

Advanced Computational Methods for PDEs in Optics and High-Performance Computing

edited by

Svetislav Savovic

Miloš Ivanovic

and Konstantinos Aidinis

submission deadline 28 Feb 2026 | Viewed by 353 | Submission Open

Keywords: partial differential equations; optics; parallel and distributed computing; simulations and modeling; particle and mesh-free numerical methods

Computational Methods for Energy Storage

edited by

Abdullatif A. Gari

Michele Bonnin

and

Nazrul Islam

submission deadline 28 Feb 2026 | 1 articles | Viewed by 277 | Submission Open

Keywords: chemical energy storage; computational study of energy storage; electronic energy storage devices; energy storage; experimental validation; material and thermophysical properties; Newtonian and non-Newtonian fluids; numerical methods; phase change materials (PCMs); solar energy

(This special issue belongs to the Section Computational Engineering)

Multiscale Modeling on Energy Storage Devices: Bridging Atomistic to System-Level Insights

edited by Diego E. Galvez-Aranda

submission deadline 28 Feb 2026 | Viewed by 93 | Submission Open

Keywords: multiscale modeling; machine learning; computational simulation; multiphysics simulation; energy storage devices; electrode/electrolyte interfaces

Sentiment-Driven Modelling in Business, Economics, and Social Sciences

edited by

Roman Makarov

submission deadline 28 Feb 2026 | Viewed by 19 | Submission Open

Keywords: sentiment analysis; natural language processing (NLP); machine learning; statistical modelling; behavioural economics; business and financial analytics; computational social science

Mathematical and Computational Modeling of Natural and Artificial Human Senses

edited by