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Artificial Intelligence and Computational Methods: Modeling, Simulations and Optimization of Complex Systems

Topic Information

Dear Colleagues,

Due to the increasing computational capability of current data processing systems, new opportunities emerge in the modeling, simulations, and optimization of complex systems and devices. Methods that are difficult to apply, highly demanding, and time-consuming may now be considered when developing complete and sophisticated models in many areas of science and technology. The combination of computational methods and AI algorithms allows conducting multi-threaded analyses to solve advanced and interdisciplinary problems. This article collection aims to bring together research on advances in modeling, simulations, and optimization issues of complex systems. Original research, as well as review articles and short communications, with a particular focus on (but not limited to) artificial intelligence and other computational methods, are welcomed.

Prof. Dr. Jaroslaw Krzywanski
Dr. Yunfei Gao
Dr. Marcin Sosnowski
Dr. Karolina Grabowska
Dr. Dorian Skrobek
Dr. Ghulam Moeen Uddin
Dr. Anna Kulakowska
Dr. Anna Zylka
Dr. Bachil El Fil
Topic Editors

Keywords

  • artificial intelligence
  • machine learning
  • artificial neural networks
  • deep learning
  • genetic and evolutionary algorithms
  • artificial immune systems
  • fuzzy logic
  • expert systems
  • bio-inspired methods
  • CFD
  • modeling
  • simulation
  • optimization
  • complex systems

Participating Journals

Entropy
Open Access
13,961 Articles
Launched in 1999
2.0Impact Factor
5.2CiteScore
22 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Algorithms
Open Access
4,046 Articles
Launched in 2008
2.1Impact Factor
4.5CiteScore
18 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Computation
Open Access
1,507 Articles
Launched in 2013
1.9Impact Factor
4.1CiteScore
17 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking
Machine Learning and Knowledge Extraction
Open Access
558 Articles
Launched in 2019
6.0Impact Factor
9.9CiteScore
26 DaysMedian Time to First Decision
Q1Highest JCR Category Ranking
Energies
Open Access
58,775 Articles
Launched in 2008
3.2Impact Factor
7.3CiteScore
16 DaysMedian Time to First Decision
Q3Highest JCR Category Ranking
Materials
Open Access
52,960 Articles
Launched in 2008
3.2Impact Factor
6.4CiteScore
15 DaysMedian Time to First Decision
Q2Highest JCR Category Ranking

Published Papers