6 citations · 19 across the 12 of their papers we have counts for
5 papers · 1 filter
Toward Trustworthy Physical AI for Human Interaction
Niccolò Pagliarani, Maximilian Stölzle, Cosima du Pasquier +6
Robots are entering human spaces faster than we can establish when they deserve trust. We propose a framework for trustworthy physical AI that integrates Safety, Behavioral Intelli…
From Digital to Physical Reservoir Computing: Co-Optimizing Soft Robotic Reservoirs via Dynamics Matching
Nicola Visentin, Maximilian Stölzle, Mariano Ramírez Montero +3
Soft robotic substrates are promising for Physical Reservoir Computing (PRC) because their compliant nonlinear dynamics can provide temporal memory, high-dimensional state transfor…
SoRoMoX: Fast, Differentiable, and Parallelizable Soft Robot Models
Maximilian Stölzle, Solange Gribonval, Daniel Feliu-Talegon +9
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, ho…
A Model-Based Decoupling Strategy for Proprioception and Contact Sensing in an Architected Soft Manipulator
Francesco Stella, Annan Zhang, Cosimo Della Santina +2
Soft continuum robots require embedded sensing for proprioception and contact detection, yet integrating sensors into sparse, highly deformable architected structures remains chall…
A Closed-Form CLF-CBF Controller for Whole-Body Continuum Soft Robot Collision Avoidance
Kiwan Wong, Maximillian Stölzle, Wei Xiao +1
Safe operation is essential for deploying robots in human-centered 3D environments. Soft continuum manipulators provide passive safety through mechanical compliance, but still requ…