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Mengjia Zhu

4 accepted papers

2026

Functional Force-Aware Retargeting from Virtual Human Demos to Soft Robot Policies

RSS 2026poster

We introduce SoftAct, a framework for teaching soft robot hands to perform human-like manipulation skills by explicitly reasoning about contact forces. Leveraging immersive virtual reality, our system captures rich human demonstrations, including hand kinematics, object motion, dense contact patches…

Cited by 0SourceScholar
2023

A Peristaltic Soft, Wearable Robot for Compression Therapy and Massage

RA-L 2023

Soft robotics is attractive for wearable applications that require conformal interactions with the human body. Soft wearable robotic garments hold promise for supplying dynamic compression or massage therapies to improve lymphatic and blood circulation. In this letter, we present a wearable robot ca

Cited by 13SourceScholar
2023

Soft, Modular, Shape-Changing Displays with Hyperelastic Bubble Arrays

IROS 2023poster

Incorporating compliance into shape-changing displays can improve their wearability and actuation modalities. While recent advances in soft actuators highlight promising paths for soft shape-changing displays, these displays currently face some practical challenges of device failure and limited actu…

Cited by 4SourceScholar
2017

Development of a soft-inflatable exosuit for knee rehabilitation

IROS 2017poster

This paper presents the design, development and preliminary evaluation of a soft-inflatable exosuit for knee rehabilitation. Soft-inflatable actuators made of heat-sealable thermoplastic polyurethane (TPU) materials are fabricated in two different beam-like structures (I and O cross-section actuator…

Cited by 104SourceScholar