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Mattia Gazzola

3 accepted papers

2025

A Neural Network-Based Framework for Fast and Smooth Posture Reconstruction of a Soft Continuum Arm

ICRA 2025

A neural network-based framework is developed and experimentally demonstrated for the problem of estimating the shape of a soft continuum arm (SCA) from noisy measurements of the pose at a finite number of locations along the length of the arm. The neural network takes as input these measurements an

Cited by 0SourceScholar
2022

A physics-informed, vision-based method to reconstruct all deformation modes in slender bodies

ICRA 2022poster

This paper is concerned with the problem of estimating (interpolating and smoothing) the shape (pose and the six modes of deformation) of a slender flexible body from multiple camera measurements. This problem is important in both biology, where slender, soft, and elastic structures are ubiquitously…

Cited by 9SourcecodeScholar
2021

Elastica: A Compliant Mechanics Environment for Soft Robotic Control

RA-L 2021

Soft robots are notoriously hard to control. This is partly due to the scarcity of models and simulators able to capture their complex continuum mechanics, resulting in a lack of control methodologies that take full advantage of body compliance. Currently available methods are either too computation

Cited by 122SourcecodeScholar