Pandey / Khamparia / Dutta / Balas

Artificial Intelligence in Microbial Research

Bridging the Gap

Springer

ISBN 9789819634477

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auch verfügbar als eBook (PDF) für 255,73 €

Bibliografische Daten

Fachbuch

Buch. Hardcover

2025

10 s/w-Abbildungen, 94 Farbabbildungen.

In englischer Sprache

Umfang: xvi, 450 S.

Format (B x L): 15,5 x 23,5 cm

Verlag: Springer

ISBN: 9789819634477

Weiterführende bibliografische Daten

Das Werk ist Teil der Reihe: Microorganisms for Sustainability

auch verfügbar als eBook (PDF) für 255,73 €

Produktbeschreibung

This book explores the convergence of microbiology and artificial intelligence (AI) and delves into the intricate world of microbial systems enhanced by cutting-edge AI technologies. The book begins by establishing a foundation in the fundamentals of microbial ecosystems and AI principles. It elucidates the integration of AI in microbial genomics, demonstrating how advanced algorithms analyze genomic data and contribute to genetic engineering. Bioinformatics and computational microbiology are explored, showcasing AI's role in predictive modeling and computational tools. The intersection of AI and microbial applications extends to drug discovery, precision agriculture, and pathogen detection. Readers gain insights into AI-driven drug development, the optimization of agricultural practices using microbial biostimulants, and early warning systems for crop diseases. The book highlights AI's role in microbial biotechnology, elucidating its impact on bioprocessing, fermentation, and other biotechnological applications. Climate-smart agriculture and microbial adaptations to environmental challenges are discussed, emphasizing sustainable practices. This book caters to a diverse audience including teachers, researchers, microbiologist, computer bioinformaticians, plant and environmental scientists. The book serves as additional reading material for undergraduate and graduate students of computer science, biomedical, agriculture, human science, forestry, ecology, soil science, and environmental sciences and policy makers to be a useful to read.

Autorinnen und Autoren

Kundeninformationen

Provides an interdisciplinary exploration of the symbiotic potential between microbiology and artificial intelligence Discusses cutting-edge applications from ecological modeling to biotechnological advancements in microbiology Examines and addresses the responsible use of artificial intelligence in microbial research

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