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cs.RO2026
An End-to-End Framework for Modelling Pneumatic Soft Robots Based on Differentiable Finite Element Methods
Shaohong Zhong, Yao Yao, Perla Maiolino +1
Soft robots present significant modelling challenges due to their non-linearity, complex dynamics and potentially intricate geometries. These difficulties in accurate system identi…
cs.RO2026
Generalized Task-Driven Design of Soft Robots via Reduced-Order FEM-based Surrogate Modeling
Yao Yao, David Howard, Perla Maiolino
Task-driven design of soft robots requires models that are physically accurate and computationally efficient, while remaining transferable across actuator designs and task scenario…