eng Science and Education Publishing World Journal of Chemical Education 2375-1657 2024-10-16 12 4 72 80 10.12691/wjce-12-4-1 WJCE20241241 article Soykan Agar soykan.agar@kocaelisaglik.edu.tr 1 Ilgaz Tokay 2 Barbaros Akkurt 3 Erkan Gokoluk 3 M. Berk Akbulut 3 Berin Damla Ozler 3 Muzaffer Elmas 4 AGAR In Silico Drug Design Center, Department of Biochemistry, Faculty of Pharmacy, Kocaeli Health and Technology University, Izmit, Tš¹rkiye Coordination of Foreign Language, Okan University, Istanbul, Tš¹rkiye Department of Chemistry, Faculty of Science and Letters, Istanbul Technical University, Istanbul, Tš¹rkiye Rector of University, Former Dean of Faculty of Pharmacy, Kocaeli Health and Technology University, Izmit, Tš¹rkiye This article discusses the rapidly expanding artificial intelligence (AI) tools combined with theoretical and organic chemistry software to point out the fact that near future is being reborn with a new education system and research system in drug discovery. The integration of AI into the field of chemistry and pharmacy has expanded rapidly in recent years. There has been a significant surge in both journal articles and patents, particularly from 2015 onward. Analyzing the distribution of these publications across various pharmaceutical and chemical research domains reveal that theoretical chemistry, organic chemistry and biochemistry have embraced AI most extensively, showing the highest growth rates. Utilizing such new software tools in educational research centers and academia, students and scholars can learn and apply much more long-durational and larger techniques in shorter times to yield massive results for the sake of humankind¡¯s future with no diseases. This new type of educational and research-oriented technique integrating the control and check mechanism of AI is being used today for the design of new drugs which are essential for the longevity. The utilization of AI with in-silico studies and education increases the ability to stop diseases with a logarithmic increase while the old-fashioned ways of chemistry will be no more in the near future. Overall, this research paper offers a comprehensive overview of AI's advancement in pharmaceutical and chemical area and sheds light on its potential future trajectories. https://pubs.sciepub.com/wjce/12/4/1/wjce-12-4-1.pdf artificial intelligence AI theoretical chemistry organic chemistry biochemistry de novo drug design university education