Article Versions Notes

Amangeldy B, Tasmurzayev N, Imankulov T, Baigarayeva Z, Izmailov N, Riza T, Abdukarimov A, Mukazhan M, Zhumagulov B. AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management. Sensors. 2025; 25(17):5265. https://doi.org/10.3390/s25175265

Amangeldy, Bibars, Nurdaulet Tasmurzayev, Timur Imankulov, Zhanel Baigarayeva, Nurdaulet Izmailov, Tolebi Riza, Abdulaziz Abdukarimov, Miras Mukazhan, and Bakdaulet Zhumagulov. 2025. "AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management" Sensors 25, no. 17: 5265. https://doi.org/10.3390/s25175265

Amangeldy, B., Tasmurzayev, N., Imankulov, T., Baigarayeva, Z., Izmailov, N., Riza, T., Abdukarimov, A., Mukazhan, M., & Zhumagulov, B. (2025). AI-Powered Building Ecosystems: A Narrative Mapping Review on the Integration of Digital Twins and LLMs for Proactive Comfort, IEQ, and Energy Management. Sensors, 25(17), 5265. https://doi.org/10.3390/s25175265