Machine Learning and Artificial Intelligence for Optical Networks
A special issue of Photonics (ISSN 2304-6732). This special issue belongs to the section "Optical Communication and Network".
Deadline for manuscript submissions: 30 April 2026 | Viewed by 6
Special Issue Editor
Interests: optical networks; optical communication; optics patent analysis; silicon photonics; technology and innovation management
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
In recent years, with the rapid development of generative artificial intelligence, applications related to machine learning and artificial intelligence have attracted increasing attention. Leading countries have invested substantial capital and manpower in developing and optimizing the infrastructure necessary for machine learning and artificial intelligence systems, with the aim of fully leveraging their key advantages in large-scale data processing, pattern recognition, and intelligent decision-making. Over the past 20 years, data traffic in optical networks has grown dramatically, highlighting their critical role and the market demand for this technology. Therefore, academia and industry should work hand in hand to jointly develop technologies related to machine learning and artificial intelligence for optical networks.
To this end, we are pleased to announce a Special Issue focusing on forward-looking concepts in machine learning and artificial intelligence for optical networks. Given the growing interest in the advancements and future directions of optical networks, the conclusions of this Special Issue are expected to pave the way for broader and more in-depth research. In addition, we aim to compile and provide comprehensive recommendations and guidelines to help envision the technological prospects of this field. This Special Issue welcomes original research articles and review papers on theoretical or experimental advances in machine learning and artificial intelligence for optical networks. The issue will focus on cutting-edge technological developments, emerging trends, and relevant applications in this domain. We strongly encourage submissions addressing the topics outlined by the keywords below. Other related topics will also be considered.
Dr. Shu-Hao Chang
Guest Editor
Manuscript Submission Information
Manuscripts should be submitted online at www.mdpi.com by registering and logging in to this website. Once you are registered, click here to go to the submission form. Manuscripts can be submitted until the deadline. All submissions that pass pre-check are peer-reviewed. Accepted papers will be published continuously in the journal (as soon as accepted) and will be listed together on the special issue website. Research articles, review articles as well as short communications are invited. For planned papers, a title and short abstract (about 100 words) can be sent to the Editorial Office for announcement on this website.
Submitted manuscripts should not have been published previously, nor be under consideration for publication elsewhere (except conference proceedings papers). All manuscripts are thoroughly refereed through a single-blind peer-review process. A guide for authors and other relevant information for submission of manuscripts is available on the Instructions for Authors page. Photonics is an international peer-reviewed open access monthly journal published by MDPI.
Please visit the Instructions for Authors page before submitting a manuscript. The Article Processing Charge (APC) for publication in this open access journal is 2400 CHF (Swiss Francs). Submitted papers should be well formatted and use good English. Authors may use MDPI's English editing service prior to publication or during author revisions.
Keywords
- optical networks
- machine learning
- artificial intelligence
- optical communication
- technology foresight
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