GRASSELLI, FEDERICO
GRASSELLI, FEDERICO
Dipartimento di Scienze Fisiche, Informatiche e Matematiche
A prediction rigidity formalism for low-cost uncertainties in trained neural networks
2024 Bigi, F.; Chong, S.; Ceriotti, M.; Grasselli, F.
Adaptive energy reference for machine-learning models of the electronic density of states
2025 How, W. B.; Chong, S.; Grasselli, F.; Huguenin-Dumittan, K. K.; Ceriotti, M.
Classical and quantum dynamics of indirect excitons driven by surface acoustic waves
2018 Grasselli, Federico; Bertoni, Andrea; Goldoni, Guido
Effect of a temperature gradient on the screening properties of ionic fluids
2023 Grisafi, Andrea; Grasselli, Federico
Exact long-wavelength plasmon dispersion on a ring with soft Coulomb interactions
2017 Grasselli, Federico; Bertoni, Andrea; Goldoni, Guido
Exact two-body quantum dynamics of an electron-hole pair in semiconductor coupled quantum wells: A time-dependent approach
2016 Grasselli, Federico; Bertoni, Andrea; Goldoni, Guido
Heat and charge transport in H2O at ice-giant conditions from ab initio molecular dynamics simulations
2020 Grasselli, Federico; Stixrude, Lars; Baroni, Stefano
Heat Transport in Insulators from Ab Initio Green-Kubo Theory
2020 Baroni, Stefano; Bertossa, Riccardo; Ercole, Loris; Grasselli, Federico; Marcolongo, Aris
Invariance principles in the theory and computation of transport coefficients
2021 Grasselli, Federico; Baroni, Stefano
Investigating finite-size effects in molecular dynamics simulations of ion diffusion, heat transport, and thermal motion in superionic materials
2022 Grasselli, Federico
Machine Learning Model for Efficient Nonthermal Tuning of the Charge Density Wave in Monolayer NbSe2
2025 Benic, L.; Grasselli, F.; Ben Mahmoud, C.; Novko, D.; Loncaric, I.
Mechanism of Charge Transport in Lithium Thiophosphate
2024 Gigli, Lorenzo; Tisi, Davide; Grasselli, Federico; Ceriotti, Michele
Oxidation States, Thouless' Pumps, and Nontrivial Ionic Transport in Nonstoichiometric Electrolytes
2020 Pegolo, Paolo; Grasselli, Federico; Baroni, Stefano
Performance of photoelectron spin polarimeters with continuous and pulsed sources: From storage rings to free electron lasers
2017 Pincelli, Tommaso; Grasselli, Federico; Petrov Vladimir, N.; Torelli, Piero; Rossi, Giorgio
Predicting hot-electron free energies from ground-state data
2022 Ben Mahmoud, Chiheb; Grasselli, Federico; Ceriotti, Michele
Prediction rigidities for data-driven chemistry
2024 Chong, Sanggyu; Bigi, Filippo; Grasselli, Federico; Loche, Philip; Kellner, Matthias; Ceriotti, Michele
Resolving the body-order paradox of machine learning interatomic potentials
2026 Chong, S.; Jiang, T.; Domina, M.; Bigi, F.; Grasselli, F.; Lee, J.; Ceriotti, M.
Robustness of Local Predictions in Atomistic Machine Learning Models
2023 Chong, Sanggyu; Grasselli, Federico; Ben Mahmoud, Chiheb; Morrow Joe, D.; Deringer Volker, L.; Ceriotti, Michele
Self-interaction and transport of solvated electrons in molten salts
2023 Pegolo, Paolo; Baroni, Stefano; Grasselli, Federico
Space- and time-dependent quantum dynamics of spatially indirect excitons in semiconductor heterostructures
2015 Grasselli, Federico; Bertoni, Andrea; Goldoni, Guido