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Kefan Zhu

5 accepted papers

2026

Prompt-To-State Stable Vision-Language MPC for Approximated Neural Network Dynamics a Case Study on Soft Robot Control

ICRA 2026poster

The integration of large-scale foundation models in control loops has shown strong potential for executing complex tasks directly from natural language inputs. However, achieving stability and real-time performance remains a sig- nifi cant challenge, particularly for systems with hard-to-model dynam…

Cited by 0Scholar
2025

Compliance Control with Dynamic and Self-Sensing Hydraulic Artificial Muscles for Wearable Assistive Devices

ICRA 2025

While wearable robots that utilize intrinsically soft materials for actuation offer enhanced safety and biological compatibility, the challenges of sensing and control significantly affect their performance. The control problem in such systems is inherently complex, and the inclusion of 'softness' i

Cited by 1SourceScholar
2024

A Soft Micro-Robotic Catheter for Aneurysm Treatment: A Novel Design and Enhanced Euler-Bernoulli Model with Cross-Section Optimization

ICRA 2024poster

Aneurysms, balloon-like bulges in blood vessels, present a significant health risk due to their potential to rupture, leading to life-threatening internal bleeding. Current treatments often involve delivering embolic materials or metal coils to fill these bulges, occluding them from the pressure of…

Cited by 0SourceScholar
2023

A Flexible 3D Force Sensor with In-Situ Tunable Sensitivity

ICRA 2023poster

Following biology's lead, soft robotics has emerged as a perfect candidate for actuation within complex environments. While soft actuation has been developed intensively over the last few decades, soft sensing has so far slowed to catch up. A largely unresearched area is the change of the soft mater…

Cited by 0SourceScholar
2023

A Handheld Hydraulic Cardiac Catheter with Omnidirectional Manipulator and Touch Sensing

ICRA 2023poster

Atrial fibrillation (AF) is mostly treated via robotic catheter-based cardiac ablation procedures. Over the last few decades, cables or tendon mechanisms are at the core of available cardiac catheters. Despite advances, the use of cables often results in considerable force loss, nonlinear hysteresis…

Cited by 1SourceScholar