top of page
Arami Lab conducts interdisciplinary research to understand the neural mechanisms of human movement control, in both able-bodied individuals and those with neurological conditions. 
We use advanced machine learning, control theory and neuroscience knowledge to develop personalized assistive and rehabilitation robotic systems to enhance, assist and augment human movement. 

We also develop data-driven predictive models for clinical and biomedical research, as well as material science and manufacturing applications. We collaborate with outstanding research groups and industrial partners in Canada and internationally to develop next-generation of AI powered tools to optimize complex processes.

Our Research

Exo_1_edited.jpg

 

State estimation

Human intention decoding

Controller development

Personalized assistance

Wearable Robotics, Exoskeletons

and Human-Robot Symbiosis

MSM-3180690-large_edited.jpg

Discover optimal cost functions 

Joint impedance modeling

Deep RL for predictive simulation of locomotion

Impaired movement control 

Spasticity modeling

Neuromechanical Modeling and Human Motor Control

640x427.jpg

 

Cuffless Blood Pressure Estimation

Optimization of Blood Flow

Prediction of Gait Freezing in Parkinson's Disease

Smart Orthopedic Implants  

Sensors, Predictive Modeling and Optimization in Biomedical Research

UNet_DDPM_compressed_edited.jpg


Gen. AI for synthetic microscopic images

Multi-objective optimization for manufacturing

Predictive models for manufacturing

Predictive Modeling and Optimization in Manufacturing and Material Science

bottom of page