Using artificial intelligence for selection of analytical reagents, exemplified by determination of iron content in water samples
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Дата
2025
Автори
Науковий керівник
Назва журналу
Номер ISSN
Назва тому
Видавець
КПІ ім. Ігоря Сікорського ; ТОВ «Українська водна спілка»
Анотація
Currently, education and science in Ukraine are facing many new challenges, including war. These challenges determine new priority areas of science and technology development, which in turn affects scientists and students of higher education institutions. The significant pollution of natural resources (marine environment, surface waters and soils) caused by active military operations is the reason for the emergence of many new research projects Students of higher education institutions, especially chemical, environmental, and technical majors, often face the problem of choosing the analysis methods they will use in the experimental part of their coursework or thesis. Also students often engage in scientific research, sometimes even within the framework of various projects, including those related to monitoring the marine environment of Ukraine. Traditionally, the selection process is accompanied by a lengthy and laborious literature search. But in recent years, the rapid development of artificial intelligence has made it possible to significantly simplify this process. The article is devoted to studying the relevance of information that ChatGPT-4o mini provided in response to different formulations of prompts. The search concerned the selection of analytical reagents for determining the iron content in water samples. By improving the prompts step by step, recommendations for reagents for simultaneous determining of Fe(II) and Fe(III) in water was received from ChatGPT-4o mini. The prompts were gradually made more complicated by introducing limitations on application and reaction conditions. It was found that currently ChatGPT-4o mini did not always effectively cope with the selection of reagents, but it can somewhat simplify the literature search. However, it's possible that future versions of ChatGPT will feature a more efficient reagent selection process.
Опис
Ключові слова
artificial intelligence, ChatGPT-4o mini, chromogenic compounds, iron detection, reagents selection, вибір реагентів, виявлення феруму, хромогенні сполуки, штучний інтелект
Бібліографічний опис
Litynska, M. Using artificial intelligence for selection of analytical reagents, exemplified by determination of iron content in water samples / Marta Litynska // Вода і водоочисні технології. Науково-технічні вісті. – 2025. – № 3(43). – С. 48-56. – Бібліогр.: 17 назв.