← Search

Mattia Piazza

3 accepted papers

2026

Nnodely - Neuralize Your Model

ICRA 2026poster

Modeling and control of physical systems remain challenging for purely data-driven methods, which often lack interpretability and fail to leverage prior knowledge. Model-structured neural networks (MSNNs) embed physical laws into neural architectures; however, their design and implementation can be …

Cited by 0codeScholar
2026

Real-Time Velocity Profile Optimization for Time-Optimal Maneuvering With Generic Acceleration Constraints

RA-L 2026

The computation of time-optimal velocity profiles along prescribed paths, subject to generic acceleration constraints, is a crucial problem in robot trajectory planning, with particular relevance to autonomous racing. However, the existing methods either support arbitrary acceleration constraints at

Cited by 0SourcecodeScholar
2026

Real-Time Velocity Profile Optimization for Time-Optimal Maneuvering with Generic Acceleration Constraints

ICRA 2026poster

The computation of time-optimal velocity profiles along prescribed paths, subject to generic acceleration constraints, is a crucial problem in robot trajectory planning, with particular relevance to autonomous racing. However, the existing methods either support arbitrary acceleration constraints at…