3 citations · 3 across the 4 of their papers we have counts for
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cs.RO2026
Real-Time Shape Control of Multi-Segment Soft Robotic Arms Using Koopman Operators with Global and Local Observables
Jiahe Wang, Eron Ristich, Sultan Haidar Ali +5
Multi-segment soft robotic arms can continuously reconfigure their body shapes for safe interaction, but tip control alone is insufficient for constrained-space tasks. Therefore, s…
cs.RO2025
Shape control of simulated multi-segment continuum robots via Koopman operators with per-segment projection
Eron Ristich, Jiahe Wang, Lei Zhang +4
Soft continuum robots can allow for biocompatible yet compliant motions, such as the ability of octopus arms to swim, crawl, and manipulate objects. However, current state-of-the-a…
cs.RO2025★ 3 cited
Physics-informed Split Koopman Operators for Data-efficient Soft Robotic Simulation
Eron Ristich, Lei Zhang, Yi Ren +1
Koopman operator theory provides a powerful data-driven technique for modeling nonlinear dynamical systems in a linear framework, in comparison to computationally expensive and hig…