Malavika R. Padmanabhan
Papers
1
Total Citations
19
H-Index
1
About
Malavika R. Padmanabhan’s research lies at the intersection of human motor learning, rehabilitation engineering, and human-robot interaction, with a particular focus on how individuals of different ages adapt to body-machine interfaces. Her most cited work, a 2019 study on age-dependent differences in learning to control a robot arm, revealed that children exhibit distinct learning strategies compared to adults when using body movements to operate assistive devices—a finding with profound implications for pediatric rehabilitation and assistive technology design. By systematically characterizing how younger users acquire control over these novel interfaces, Padmanabhan has helped bridge a critical gap in our understanding of motor skill development in the context of human-machine interaction. Her contributions are especially impactful for the design of age-appropriate robotic aids and therapeutic interventions, ensuring that assistive technologies are optimized not just for adults but for developing populations as well. With her work garnering attention in the fields of rehabilitation robotics and motor neuroscience, Padmanabhan continues to shape how we think about inclusive, adaptive interfaces that empower users across the lifespan.
Research Focus
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Top Papers
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