GUGLIELMO CAPPELLINI

PhD Student

PhD program:: XXXVII
email:
building: Dipartimento di Ingegneria Informatica Automatica e Gestionale Antonio Ruberti

supervisor: Marilena Vendittelli
co-supervisor: Giovanni Trappolini

Research: AI-based methods for PDEs with application to Medical Robotics

BSc in Energy Engineering (EQF lev. 6), University of Roma "La Sapienza". Thesis Title: "Radionuclides production and medical application".

MSc in Energy and Nuclear Engineering (EQF lev. 7, 108/110), University of Roma "La Sapienza". Thesis Title: "Study and characterization of radiolabelled nanocarriers for precision molecular medicine application".

Research Engineer Intern at Policlinico Umberto I – Nuclear Medicine Area. Developed an algorithm for the optimization of the radiolabeling process of a theranostic platform; obtained important constraints for microfluidic chips design through MATLAB simulation.

Phd candidate in Artificial Intelligence at Sapienza Università di Roma, Dipartimento di Ingegneria Automatica e Gestionale. Reseach project concerns the development of an AI tool for real-time temperature prediction during Hyperthermia treatment on oncologic patients.

Research products

11573/1700528 - 2023 - Adaptive Estimation of the Pennes' Bio-Heat Equation - II: A NN-Based Implementation for Real-Time Applications

Cappellini, G.; Trappolini, G.; Staffetti, E.; Cristofaro, A.; Vendittelli, M. - 04b Atto di convegno in volume

conference: 2023 IEEE 62nd Conference on Decision and Control (CDC) (Singapore)

book: 2023 62nd IEEE Conference on Decision and Control (CDC 2023) - (979-8-3503-0124-3; 979-8-3503-0123-6; 979-8-3503-0125-0)

11573/1728011 - 2023 - Adaptive Estimation of Pennes’ Bio-Heat Equation

Cappellini, Guglielmo; Cristofaro, Andrea; Staffetti, Ernesto; Trappolini, Giovanni; Vendittelli, Marilena - 04d Abstract in atti di convegno

conference: I-RIM 3D 2023 (Rome; Italy)

book: 2023 I-RIM Conference - ()

11573/1700501 - 2023 - Adaptive Estimation of the Pennes' Bio-Heat Equation - I: Observer Design

Cristofaro, A.; Cappellini, G.; Staffetti, E.; Trappolini, G.; Vendittelli, M. - 04b Atto di convegno in volume

conference: 62nd IEEE Conference on Decision and Control, CDC 2023 (Singapore)

book: 2023 62nd IEEE Conference on Decision and Control (CDC 2023) - (979-8-3503-0124-3; 979-8-3503-0123-6; 979-8-3503-0125-0)