Abstract
<jats:p>The monograph is devoted to a comprehensive analysis of the role and possibilities of applying artificial intelligence in scientific research. It examines the theoretical, methodological, and applied aspects of using data analysis methods, machine learning and deep learning, as well as intelligent decision support systems in the natural, technical, and humanities sciences. Special attention is given to the comparative analysis of artificial intelligence models, the development of ontological approaches, and the application of intelligent technologies in the fields of defense, complex systems management, chemistry, materials science, energy, biotechnology, and the study of social processes. Particular emphasis is also placed on issues of academic integrity and the use of artificial intelligence in the preparation of scholarly works. The monograph is intended for researchers, educators, doctoral students, and all professionals interested in the application of artificial intelligence in scientific research.</jats:p>