Lin Awarded $235K NSF Grant
![](https://sp-ao.shortpixel.ai/client/to_webp,q_glossy,ret_img,w_160,h_240/https://coe.northeastern.edu/wp-content/uploads/lin.jpg)
MIE Associate Professor Yingzi Lin was awarded a $235K National Science Foundation grant to determine how to integrate human factors such as emotion, mental workload and attention into a Driver Assistance System.
Dr. Lin's research interests include human-machine interactions, human friendly mechatronics and human factors in transportation and healthcare. She is also the director of the Intelligent Human-Machine Systems Laboratory (IHMS), which she founded in 2005 at Northeastern University.