Topic: Design of Polymer and Its Composites Driven by Data and Domain Knowledge
A Special Issue of Journal of Materials Informatics
ISSN 2770-372X (Online)
Submission deadline: 31 Jul 2024
Guest Editor(s)
Special Issue Introduction
The Journal of Materials Informatics is delighted to announce a forthcoming Special Issue dedicated to the cutting-edge domain of "Design of Polymer and its Composites driven by data and domain knowledge". This issue is particularly timely, reflecting the pivotal role that data-centric approaches, including artificial intelligence, machine learning, data science, and big data analytics, are playing in the revolution of polymer science and engineering.
This thematic issue seeks to showcase the forefront of research in the field of polymers and their composites, explored through the lens of data-driven and domain knowledge-driven methodologies. The issue will encompass a broad spectrum of topics, including but not limited to:
1. Advanced Algorithms and Computational Models: Development of innovative data-driven algorithms and computational models specifically tailored for the study and design of polymers and their composites.
2. Data-driven Design and Structural Architecture: Exploration of how data analytics can influence the design and structural architecture of polymers for enhanced performance.
3. Physicochemical Properties Analysis: In-depth data-driven and knowledge-driven analyses of the diverse physicochemical properties of polymers and composites, contributing to a deeper understanding and novel applications.
4. Molecular-level Understanding: Integrating domain knowledge into data-centric approaches to decipher the growth, formation mechanisms, and dynamic evolution of polymers at the molecular scale.
5. Functional Applications: Investigation of polymer-based functional devices, their development, and applications in various sectors, guided by data and domain knowledge insights.
6. Sustainable Development Applications: Studies focusing on the role of polymers in energy, environmental solutions, and sustainable development, underpinned by data-driven methodologies.
7. Experimental Techniques and Functionalization: Reports on the experimental preparation, characterization, and functionalization of polymers and composites, enhanced through data-driven approaches.
This thematic issue seeks to showcase the forefront of research in the field of polymers and their composites, explored through the lens of data-driven and domain knowledge-driven methodologies. The issue will encompass a broad spectrum of topics, including but not limited to:
1. Advanced Algorithms and Computational Models: Development of innovative data-driven algorithms and computational models specifically tailored for the study and design of polymers and their composites.
2. Data-driven Design and Structural Architecture: Exploration of how data analytics can influence the design and structural architecture of polymers for enhanced performance.
3. Physicochemical Properties Analysis: In-depth data-driven and knowledge-driven analyses of the diverse physicochemical properties of polymers and composites, contributing to a deeper understanding and novel applications.
4. Molecular-level Understanding: Integrating domain knowledge into data-centric approaches to decipher the growth, formation mechanisms, and dynamic evolution of polymers at the molecular scale.
5. Functional Applications: Investigation of polymer-based functional devices, their development, and applications in various sectors, guided by data and domain knowledge insights.
6. Sustainable Development Applications: Studies focusing on the role of polymers in energy, environmental solutions, and sustainable development, underpinned by data-driven methodologies.
7. Experimental Techniques and Functionalization: Reports on the experimental preparation, characterization, and functionalization of polymers and composites, enhanced through data-driven approaches.
Keywords
Advanced algorithms and computational models, data-driven design and structural architecture, physicochemical properties analysis, molecular-level understanding, functional applications, sustainable development applications, experimental techniques and functionalization
Submission Deadline
31 Jul 2024
Submission Information
For Author Instructions, please refer to https://www.oaepublish.com/jmi/author_instructions
For Online Submission, please login at https://oaemesas.com/login?JournalId=JMI&SpecialIssueId=JMI240123
Submission Deadline: 31 Jul 2024
Contacts: Mengyu Yang, Assistant Editor, JMI@oaepublish.com
