reviewMaterialsJul 16, 2024GOLD OA

Advanced Computational Methods for Modeling, Prediction and Optimization—A Review

JKJarosław KrzywańskiMSMarcin SosnowskiKGKarolina GrabowskaAŻAnna ŻyłkaLLLukasz Lasek

Jan Długosz University · Częstochowa University of Technology

PubMed
Indexed incrossrefdoajpubmed

Abstract

This paper provides a comprehensive review of recent advancements in computational methods for modeling, simulation, and optimization of complex systems in materials engineering, mechanical engineering, and energy systems. We identified key trends and highlighted the integration of artificial intelligence (AI) with traditional computational methods. Some of the cited works were previously published within the topic: "Computational Methods: Modeling, Simulations, and Optimization of Complex Systems"; thus, this article compiles the latest reports from this field. The work presents various contemporary applications of advanced computational algorithms, including AI methods. It also introduces proposals for novel…

Citation impact

110
total citations
FWCI
21.06
Percentile
100%
References
130
Citations per year

Authors

6

Topics & keywords

Topics
Keywords
  • Computer science
UN Sustainable Development Goals
  • Affordable and clean energy
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