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Gabriella Pizzuto

3 accepted papers

2026

FLIP: Flowability-Informed Powder Weighing

ICRA 2026poster

Autonomous manipulation of powders remains a significant challenge for robotic automation in scientific laboratories. The inherent variability and complex physical interactions of powders in flow, coupled with variability in laboratory conditions necessitates adaptive automation. This work introduce…

2022

ARChemist: Autonomous Robotic Chemistry System Architecture

ICRA 2022poster

Automated laboratory experiments have the potential to propel new discoveries, while increasing reproducibility and improving scientists' safety when handling dangerous materials. However, many automated laboratory workflows have not fully leveraged the remarkable advancements in robotics and digita…

Cited by 40SourceScholar
2022

Efficient Learning of Inverse Dynamics Models for Adaptive Computed Torque Control

IROS 2022poster

Modelling robot dynamics accurately is essential for control, motion optimisation and safe human-robot collaboration. Given the complexity of modern robotic systems, dynamics modelling remains non-trivial, mostly in the presence of compliant actuators, mechanical inaccuracies, friction and sensor no…

Cited by 4SourceScholar