Table 2 AI tools supporting STEM... | Emerald Publishing

Table 2

AI tools supporting STEM education

AI tool	Description	Application	References
Personalized learning systems	Adaptive platforms (e.g. AI tutors, recommender systems)	Customize learning experiences to match student pace and needs	Ayeni et al. (2024), Mosha (2025)
Data analytics and predictive insights	AI algorithms tracking performance and engagement	Identify at-risk learners, guide interventions, and improve learning outcomes	Ellikkal and Rajamohan (2025)
Automated assessment tools	AI grading systems and plagiarism detection software	Provide real-time feedback and reduce educator workload	Tan et al. (2025)
Virtual labs and simulations	AI-driven simulation environments	Enable cost-effective, safe, and interactive experimentation	Lynch and Ghergulescu (2017), Sypsas et al. (2025), Trúchly et al. (2019)
AI collaboration platforms	Intelligent research networks and project platforms	Foster knowledge sharing and interdisciplinary STEM collaboration	Kovati (2025), Mosha (2025)
Content creation and curation tools	Chatbots, AI summarizers, automated cataloging	Maintain up-to-date and relevant STEM instructional materials	Pratama et al. (2023)
Curriculum forecasting systems	Predictive analytics for future STEM skill trends	Support responsive curriculum and workforce development	Labhane et al. (2024), Nuangchalerm and Prachagool (2023)

AI tool	Description	Application	References
Personalized learning systems	Adaptive platforms (e.g. AI tutors, recommender systems)	Customize learning experiences to match student pace and needs	Ayeni et al. (2024), Mosha (2025)
Data analytics and predictive insights	AI algorithms tracking performance and engagement	Identify at-risk learners, guide interventions, and improve learning outcomes	Ellikkal and Rajamohan (2025)
Automated assessment tools	AI grading systems and plagiarism detection software	Provide real-time feedback and reduce educator workload	Tan et al. (2025)
Virtual labs and simulations	AI-driven simulation environments	Enable cost-effective, safe, and interactive experimentation	Lynch and Ghergulescu (2017), Sypsas et al. (2025), Trúchly et al. (2019)
AI collaboration platforms	Intelligent research networks and project platforms	Foster knowledge sharing and interdisciplinary STEM collaboration	Kovati (2025), Mosha (2025)
Content creation and curation tools	Chatbots, AI summarizers, automated cataloging	Maintain up-to-date and relevant STEM instructional materials	Pratama et al. (2023)
Curriculum forecasting systems	Predictive analytics for future STEM skill trends	Support responsive curriculum and workforce development	Labhane et al. (2024), Nuangchalerm and Prachagool (2023)