Giampiccolo, Stefano
Giampiccolo, Stefano
Ingegneria e scienza dell'Informaz (29/10/12-)
A multiscale physiologically based pharmacokinetic model to support mRNA-encoded BiTE therapy in cancer treatment
2025-01-01 Fiandaca, Giada; Campanile, Elio; Leonardelli, Lorena; Pettinà, Elisa; Giampiccolo, Stefano; Carstens, Elizabeth J.; Dasti, Lorenzo; Zangani, Natascia; Marchetti, Luca
A Multiscale Quantitative Systems Pharmacology Model for the Development and Optimization of mRNA Vaccines
2025-01-01 Dasti, Lorenzo; Giampiccolo, Stefano; Pettinà, Elisa; Fiandaca, Giada; Zangani, Natascia; Leonardelli, Lorena; Hedayioglu, Fabio De Lima; Campanile, Elio; Marchetti, Luca
A novel approach to quantify out-of-distribution uncertainty in Neural and Universal Differential Equations
2026-01-01 Giampiccolo, Stefano; Iacca, Giovanni; Marchetti, Luca
Digital Twins and Virtual Populations: Applications in Quantitative Systems Pharmacology
2023-01-01 Reali, Federico; Paris, Alessio; Giampiccolo, Stefano; Righetti, Elena; Marchetti, Luca
Physiologically based pharmacokinetic modeling of mRNA therapeutics: A multiscale framework for LNP and antibody trafficking in mice
2026-01-01 Campanile, Elio; Pettinà, Elisa; Giampiccolo, Stefano; Leonardelli, Lorena; Marchetti, Luca
Robust parameter estimation and identifiability analysis with hybrid neural ordinary differential equations in computational biology
2024-01-01 Giampiccolo, Stefano; Reali, Federico; Fochesato, Anna; Iacca, Giovanni; Marchetti, Luca
stormTB: a web-based simulator of a murine minimal-PBPK model for anti-tuberculosis treatments
2025-01-01 Visintainer, Roberto; Fochesato, Anna; Boaretti, Daniele; Giampiccolo, Stefano; Watson, Shayne; Levi, Micha; Reali, Federico; Marchetti, Luca
Towards a ML-powered Multiscale Computational Platform Based on QSP and PBPK Modeling to Support the Development of mRNA-based Therapies
2026-01-01 Pettinà, Elisa; Abi Chahine, Frederick; Campanile, Elio; Giampiccolo, Stefano; Marchetti, Luca