Statistics and Machine Learning in Quantum Information Science
A special issue of Entropy (ISSN 1099-4300). This special issue belongs to the section "Quantum Information".
Deadline for manuscript submissions: 31 December 2024 | Viewed by 268
Special Issue Editors
Interests: financial statistics and data science; quantum computing and machine learning; high-dimensional statistics and statistical learning
Interests: biostatistics; genetics; survival analysis; semiparametric models; causality; machine learning; statistical image analysis and quantum statistical information; foundational aspects of statistics, probability and quantum physics
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
Entropy invites submissions to the Special Issue on “Statistics and Machine Learning in Quantum Information Science”. Quantum information science includes quantum computation, quantum information, and quantum communication. Statistics and machine learning play an important role in theoretical research and experimental work in quantum information science. In this Special Issue, we welcome contributions covering all aspects of statistics and machine learning research and their applications in quantum information science. The Special Issue considers a broad range of topics including, but not limited to:
- Quantum statistics;
- Quantum tomography (or quantum sensing);
- Quantum machine learning;
- Statistical and machine learning applications to quantum science and quantum technology.
Please reach out to the guest editors of the Special Issue (Yazhen Wang and Richard Gill) with any questions.
Prof. Dr. Yazhen Wang
Prof. Dr. Richard D. Gill
Guest Editors
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. Entropy 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 2600 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.
