Тип публикации: доклад, тезисы доклада, статья из сборника материалов конференций
Конференция: Hybrid Methods of Modeling and Optimization in Complex Systems (HMMOCS-III 2024); Krasnoyarsk; Krasnoyarsk
Год издания: 2025
Идентификатор DOI: 10.1051/itmconf/20257202009
Аннотация: This study examines the transformative impact of artificial intelligence (AI) on engineering tools, focusing on key areas of innovation and advancement. The integration of AI has revolutionized user experience through seamless interaction and personalization, adapting interfaces to individual preferences and streamlining complex prПоказать полностьюocesses. The paper explores how AI, particularly natural language processing, has enhanced human-computer interaction in engineering software, allowing for more intuitive command inputs and intelligent data extraction. Additionally, it investigates AI's role in augmenting problem-solving capabilities, demonstrating its ability to tackle complex engineering challenges with increased efficiency and accuracy. A significant advancement discussed is generative design, which leverages AI algorithms to produce optimized structural configurations within given constraints. While highlighting the substantial benefits of AI in engineering tools, the study also addresses important limitations and challenges, including potential loss of user control, the need for careful prompt engineering, and the technology's limitations in handling novel or ambiguous situations. The paper concludes by emphasizing the need for a balanced approach in implementing AI in engineering tools, maximizing its potential while maintaining human oversight and expertise.
Журнал: ITM Web of Conferences
Номера страниц: 2009
Место издания: Krasnoyarsk