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Author

Daniela Rus

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#robotics Preprint Aug 2026

SoRoMoX: Fast, Differentiable, and Parallelizable Soft Robot Models

Reduced-order models based on Cosserat-rod theory are now well established, and modeling theory is no longer the primary bottleneck in soft-robot control. Their implementations, however, do not support the differentiable, GPU-parallel, and control-oriented workflows that underpin advanced rigid-robotics applications. H...

Maximilian Stölzle, Solange Gribonval, D. Feliú-Talegon et al. · 1 citation
#machine learning Preprint Aug 2026

From Digital to Physical Reservoir Computing: Co-Optimizing Soft Robotic Reservoirs via Dynamics Matching

The feasibility of dynamics-level co-optimization for the simulated soft robotic reservoirs considered here is demonstrated, with results demonstrating the feasibility of dynamics-level co-optimization for the simulated soft robotic reservoirs considered here.

Nicola Visentin, Maximilian Stölzle, Mariano Ramírez Montero et al. · 0 citations

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