Now showing items 1-2 of 2
A framework for developing machining learning models for facility life-cycle cost analysis through BIM and IoT
(Georgia Institute of Technology, 2019-04-02)
This thesis presents a research project that developed a machine learning-enabled facility life-cycle cost analysis (LCCA) framework using data provided by Building Information Models (BIM) and the Internet of Things (IoT). ...
Generalizable surrogate models for the improved early-stage exploration of structural design alternatives in building construction
(Georgia Institute of Technology, 2016-01-15)
The optimization of complex structures is extremely time consuming. To obtain their optimization results, researchers often wait for several hours and even days. Then, if they have to make a slight change in their input ...