Aims & Scope

Aims

AI Materials (ISSN 3042-6715) is an open-access journal dedicated to advancing the interdisciplinary frontier of applications between artificial intelligence (AI) and materials science. The journal aims to establish a platform for disseminating high-impact research on the integration of AI methodologies with material discovery, design, and characterization. Key focus areas include AI-driven material screening, high-throughput computational modeling, predictive property optimization, and autonomous experimental systems. By fostering innovation at the intersection of AI and materials science, the aim is to develop sustainable materials and advance their applications, addressing global challenges related to energy and the environment.

Scope

• AI-driven material design and optimization, such as machine learning, deep learning, reinforcement learning, etc.;
• AI models and algorithms for material property prediction;
• Data-driven high-throughput screening and discovery of new materials;
• Integrated autonomous system for material design–synthesis–characterization–optimization;
• AI-assisted material informatics;
• AI-supported Materials Genome Initiative;
• AI-driven research and development of smart materials and green materials;
• Innovative practices of AI technology in the field of material applications, including energy, aerospace, manufacturing, etc.;
• Interpretability, credibility, and reproducibility in the application of artificial intelligence to material research and development;
• Materials and devices for artificial intelligence networks;
• Nanomaterials, quantum materials, energy materials, flexible materials, and other cutting-edge materials for enhancing AI applications such as, enhancing computing power, enabling diverse application scenarios, improving data processing efficiency, etc.

MDPI Publication Ethics Statement

MDPI is a member of the Committee on Publication Ethics (COPE). MDPI takes the responsibility to enforce a rigorous peer-review together with strict ethical policies and standards to ensure to add high quality scientific works to the field of scholarly publication. Unfortunately, cases of plagiarism, data falsification, inappropriate authorship credit, and the like, do arise. MDPI takes such publishing ethics issues very seriously and our editors are trained to proceed in such cases with a zero tolerance policy. To verify the originality of content submitted to our journals, we use iThenticate to check submissions against previous publications.

Book Reviews

Authors and publishers are encouraged to send review copies of their recent related books to the following address. Received books will be listed as Books Received within the journal's News & Announcements section.

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Copyright / Open Access

Articles published in AI Materials will be Open-Access articles distributed under the terms and conditions of the Creative Commons Attribution License (CC BY). The copyright is retained by the author(s). MDPI will insert the following note at the end of the published text:

Reprints

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