AI-Driven Insights into Microbial Research: From Data Analysis to Predictive Modeling
A special issue of Microorganisms (ISSN 2076-2607).
Deadline for manuscript submissions: 31 May 2026 | Viewed by 24
Special Issue Editor
Interests: environmental microbiology; environmental toxicology; bioremediation; proteomics; microalgae application
Special Issues, Collections and Topics in MDPI journals
Special Issue Information
Dear Colleagues,
In recent years, artificial intelligence (AI) and deep learning technologies have rapidly advanced and are being increasingly applied in various domains of the life sciences. In the field of microbiology, these approaches have demonstrated exceptional potential for transforming data analysis, pattern recognition, and predictive modeling. The integration of AI into microbial research offers new opportunities to accelerate discoveries, enhance analytical precision, and enable the intelligent prediction of microbial behavior and interactions.
This Special Issue aims to explore innovative applications, challenges, and perspectives of AI and deep learning in the microbial sciences, covering diverse areas such as medical microbiology, agricultural microbiology, environmental microbiology, food microbiology, and fundamental life sciences. We invite the submission of original research articles, reviews, and short communications that employ AI-related methods, including deep learning, machine learning, and data-driven modeling, to investigate their application in microbial genomics, microbiome composition, pathogen identification, automated image recognition, AI-assisted drug discovery, and microbial ecological modeling.
By bringing together contributions from interdisciplinary researchers, this Special Issue seeks to promote the convergence of artificial intelligence and microbiology, fostering a new era of intelligent microbial research and data-driven scientific innovation.
Prof. Dr. Chien-Sen Liao
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. Microorganisms 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 2700 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
- microbiology
- artificial intelligence
- deep learning
- machine learning
- microbial genomics
- microbiome analysis
- data-driven research
- predictive modeling
- automated image recognition
- AI applications in life sciences
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