Guest Editor(s)
Dr. Raman Kumar
Email: sehgal91@yahoo.co.in
Affiliation: Guru Nanak Dev Engineering College, Ludhiana, India
Homepage:
Research Interests: artificial intelligence and machine learning for materials and manufacturing, data-driven modelling, computational optimization, sustainable manufacturing, advanced materials, composites, additive manufacturing, smart manufacturing, multi-criteria decision-making, energy-efficient engineering systems
Dr. Željko Stević
Email: zeljko.stevic@sf.ues.rs.ba
Affiliation: Faculty of Transport and Traffic Engineering, University of East Sarajevo, Doboj, Bosnia and Herzegovina, Doboj, Bosnia and Herzegovina
Homepage:
Research Interests: multi-criteria decision-making, soft computing, operations research, optimization, fuzzy set theory, rough set theory, neutrosophic set theory, sustainability, circular economy, computational decision-support methods, engineering systems modeling and evaluation
Prof. Dr. Ravinder Kumar
Email: ravinder.elec@gndu.ac.in
Affiliation: Department of Electronics Technology, Guru Nanak Dev University, Amritsar, India
Homepage:
Research Interests: nanotechnology, computational modeling of nanoscale devices, advanced nanomaterials, digital design, wireless network technologies, energy-efficient electronic systems, materials modeling for low-voltage applications, smart materials and device-level engineering applications
Prof. Dr. Ravinderjit Singh Walia
Email: waliaravinder@pec.edu.in
Affiliation: Department of Production and Industrial Engineering, Punjab Engineering College (Deemed to be University), Chandigarh, India
Homepage:
Research Interests: production and industrial engineering, advanced manufacturing processes, hybrid machining processes, materials processing, sustainable manufacturing, manufacturing optimization, process modeling, engineering design, industrial systems, computational and experimental approaches for advanced materials and manufacturing applications
Prof. Dr. Georgios E. Stavroulakis
Email: gestavroulakis@tuc.gr
Affiliation: School of Production Engineering and Management, Technical University of Crete, Chania, Greece
Homepage:
Research Interests: computational mechanics, contact and nonsmooth mechanics, artificial intelligence, computational homogenization, optimal design and parameter identification, smart structures, metamaterials, auxetics, fuzzy and neurofuzzy methods, data-driven methods in mechanics
Summary
This Special Issue focuses on artificial intelligence, machine learning, data-driven materials informatics, computational modeling, simulation, and optimization for the design, prediction, characterization, and performance evaluation of sustainable engineering materials. The issue prioritizes studies with a clear computational, algorithmic, or materials-informatics contribution, including AI/ML models for materials-property prediction, computational simulation of advanced materials, data-driven materials discovery, digital twins, multi-objective optimization, and intelligent performance modeling of composites, coatings, nanomaterials, polymers, ceramics, and energy materials.
The Special Issue welcomes original research and high-quality review articles that integrate computational methods with materials science and engineering applications. Studies based only on descriptive experimental results, general sustainability discussion, or decision-making models without a clear computational materials-informatics contribution will be considered outside the main focus of this issue.
Suggested themes include:
· AI/ML models for materials design, property prediction, and optimization
· Computational modeling and simulation of engineering materials
· Materials informatics and data-driven materials discovery
· Multi-objective optimization for materials processing and performance
· Digital twins and cyber-physical models for materials/manufacturing systems
· AI-assisted characterization and performance prediction of composites, coatings, nanomaterials, polymers, and energy materials
· Sustainable computational materials engineering and intelligent materials selection
Keywords
artificial intelligence, materials informatics, computational materials science, machine learning, data-driven modeling, materials optimization, sustainable engineering materials, digital twins
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