A Framework for Designing Model-Structured Neural Networks for Modeling, Control, and Estimation of Physical Systems

Presentations
Model-Structured Neural Networks
Author

Gastone Pietro Rosati Papini

Summary

Presentation by Gastone Pietro Rosati Papini at the Workshop-COSENO, University of Trento, Italy (2025). The talk A Framework for Designing Model-Structured Neural Networks for Modeling, Control, and Estimation of Physical Systems reviews limitations of standard MLPs, introduces model-structured learning, describes the nnodely tool chain, and presents use cases on autonomous mechanical and mechatronic systems.

First slide: Framework for MSNN modeling, control and estimation

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