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Junghan Kwon

dblp:245/5649 · DBLP profile ↗
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2ranked-venue papers
1as first author
1since 2021 · last 2025
0000-0002-4315-235XORCID · corroborated

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 1 · 1 since 2021Systems, architecture and hardware · 1 · 1 since 2021Applied, interdisciplinary, general and emerging computing · 1 · 1 first-author

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Robot manipulation · 61% Multi-agent systems · 30% Legged, aerial and field robots · 9%
Human-computer interaction and pervasive computing
1 paper
Wearable and physiological sensing · 100%

Topics — the 6 heaviest of 6, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Knowledge, reasoning and agents › Multi-agent systems
collective behavior
0.912025
Individual and Collective Behaviors in Soft Robot Worms Inspired by Living Worm Blobs · ICRA 2025
Robotics › Robot manipulation
soft robotics
0.912025
Individual and Collective Behaviors in Soft Robot Worms Inspired by Living Worm Blobs · ICRA 2025
Robotics › Robot manipulation › actuation
artificial muscle
0.412020
Flat Inflatable Artificial Muscles With Large Stroke and Adjustable Force- Length Relations · IEEE Trans. Robotics 2020
Robotics › Robot manipulation › actuator design
soft actuator design
0.412020
Flat Inflatable Artificial Muscles With Large Stroke and Adjustable Force- Length Relations · IEEE Trans. Robotics 2020
Robotics › Legged, aerial and field robots
bio-inspired robot
0.312025
Individual and Collective Behaviors in Soft Robot Worms Inspired by Living Worm Blobs · ICRA 2025
Wearable and physiological sensing › motion sensing
proprioceptive sensing
0.112020
Flat Inflatable Artificial Muscles With Large Stroke and Adjustable Force- Length Relations · IEEE Trans. Robotics 2020

Methods — techniques the papers use, named apart from their topics

pneumatic actuation · 0.9principle of virtual work · 0.9closed-loop control · 0.9capacitive sensing · 0.9
YearPublicationVenuePosition
2025 Individual and Collective Behaviors in Soft Robot Worms Inspired by Living Worm Blobs
abstract
California blackworms constitute a recently identified animal system exhibiting unusual collective behaviors, in which dozens to thousands of worms entangle to form a “blob” capable of actions like locomotion as an aggregate. In this paper we describe a system of pneumatic soft robots inspired by the blackworms, intended for the study of collective behaviors enabled and mediated by such physical entanglement. Both the robots and worms have high aspect ratio ($\gtrsim 1: 50$), intertwine in complex 3D configurations, operate both in air and underwater, and can locomote both individually and as a collective. We demonstrate and characterize locomotion for both individual robots and entangled blobs, explore the tunability of entanglement strength, and compare these to the analogous versions in living worms. The robots provide a testbed for studying mechanisms underlying behaviors observed in worm blobs, as well as serving as a platform for studies of novel collective behaviors based on physical entanglement.
Carina Kaeser, Junghan Kwon, Elio Challita, Harry Tuazon, Robert J. Wood, Saad Bhamla, Justin Werfel
ICRA2
2020 Flat Inflatable Artificial Muscles With Large Stroke and Adjustable Force- Length Relations
abstract
The performance of inflatable artificial muscles depends greatly on their designs and the output shapes resulting from the geometric constraints. Although there have been attempts to apply physical constraints on the air chamber to achieve larger stroke lengths and increased force-length ratios, it has been difficult to achieve the above two goals while maintaining a compact form factor. In this article, we propose flat inflatable artificial muscles that have large contraction ratios (up to 0.5) and show increased forces in wider ranges of contractions by adding an internal geometric constraint. Addition of an external constraint, such as rigid plates, further increased the maximum contraction ratio (up to 0.553) through a synergistic effect. We show that various force-length relations can be achieved by adjusting the height of the plates. Theoretical models based on the geometry and the principle of virtual work are experimentally validated using actuator prototypes made of heat-sealable plastic sheets. Also, compact capacitive sensors are integrated in design for proprioceptive feedback of the proposed actuators, and their feasibility and effectiveness are experimentally evaluated through closed-loop control.
Junghan Kwon, Sohee John Yoon, Yong-Lae Park
IEEE Trans. Robotics1