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  • Giovanni Maria Francesco’s Group Publications

Giovanni Maria Francesco La Scala

PhD Student

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Giovanni Maria Francesco La Scala is a PhD student in System Engineering at the University of Trento working on development of model-structured neural networks (MSNN) for modeling, estimation, and control of an aerial drone.

He received the BSc from the University of Palermo in Cybernetic Engineering with focus in Mechatronics in 2022 while the MSc in Mechatronics Engineering from the University of Trento focusing on Robotics and Electronics in 2025. He is now a PhD student.

Education

M.S. Mechatronics Engineering | University of Trento | 2025
B.S. Cybernetic Engineering | University of Palermo | 2022


Giovanni Maria Francesco’s Group Publications

Model-Structured Neural Networks on Edge Hardware: A Preliminary Study

Model-Structured Neural Networks on Edge Hardware: A Preliminary Study
Giovanni Maria Francesco La Scala, Sebastiano Taddei, Francesco Baroni, Gioele Defrancesco, Filippo Faccini, Gastone Pietro Rosati Papini
ICRA 2026 — RoboARCH 2026, 8th International Workshop on Robotics Acceleration with Computing Hardware and Systems (2026)
PDF

Model-Structured Neural Networks for Road Condition Identification in AI-Enabled Digital Twin Architecture

Model-Structured Neural Networks for Road Condition Identification in AI-Enabled Digital Twin Architecture
Mojtaba Sharifzadeh, Filippo Faccini, Giovanni Maria Francesco La Scala, Alice Plebe, Mattia Piccinini, Gastone Pietro Rosati Papini
ICRA 2026 — Workshop on AI-Driven Automation and Robotic System Integration with Digital Twins (2026)
PDF

nnodely: A Framework for Structured Neural Networks in Robotics

nnodely: A Framework for Structured Neural Networks in Robotics
Gastone Pietro Rosati Papini, Alice Plebe, Mojtaba Sharifzadeh, Sebastiano Taddei, Mattia Piazza, Giovanni Scialla, Francesco Baroni, Giovanni Maria Francesco La Scala, Davide De Martini, Gioele Defrancesco, Filippo Faccini
ICRA 2026 — RoSE'26, 8th International Workshop on Robotics Software Engineering (2026)
PDF

nnodely – neuralize your model

nnodely – neuralize your model
Gastone Pietro Rosati Papini, Alice Plebe, Mojtaba Sharifzadeh, Mattia Piazza, Sebastiano Taddei, Giovanni Scialla, Francesco Baroni, Davide De Martini, Giovanni Maria Francesco La Scala, Gioele Defrancesco, Filippo Faccini
ICRA 2026 — Late breaking results (2026)
PDF
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