BERGAMASCHINI, ROBERTO
BERGAMASCHINI, ROBERTO
DIPARTIMENTO DI SCIENZA DEI MATERIALI
Interface energies of Ga2O3 phases with the sapphire substrate and the phase-locked epitaxy of metastable structures explained
2025 Bertoni, I; Ugolotti, A; Scalise, E; Bergamaschini, R; Miglio, L
Interpretation of the competition between beta and kappa phases with supersaturation in MOVPE growth of Ga2O3 on c-oriented sapphire
2025 Ugolotti, A; Bergamaschini, R; Bertoni, I; Bosi, M; Seravalli, L; Mezzadri, F; Cora, I; Fogarassy, Z; Mazzolini, P; Fornari, R; Miglio, L
Quantitative analysis of the prediction performance of a Convolutional Neural Network evaluating the surface elastic energy of a strained film
2025 Martín-Encinar, L; Lanzoni, D; Fantasia, A; Rovaris, F; Bergamaschini, R; Montalenti, F
Accelerating Crystal Growth Simulations by Convolutional Neural Networks
2024 Lanzoni, D; Martín-Encinar, L; Rovaris, F; Fantasia, A; Montalenti, F; Bergamaschini, R
Accelerating simulations of strained-film growth by deep learning: Finite element method accuracy over long time scales
2024 Lanzoni, D; Rovaris, F; Martín-Encinar, L; Fantasia, A; Bergamaschini, R; Montalenti, F
Convolutional Recurrent Neural Networks for tackling materials dynamics at the mesoscale
2024 Lanzoni, D; Bergamaschini, R; Fantasia, A; Montalenti, F
Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired neural networks for the 3D microstructure evolution of materials via Cahn–Hilliard flow
2024 Lanzoni, D; Fantasia, A; Bergamaschini, R; Pierre-Louis, O; Montalenti, F
Interplay of crystal faceting, wetting interactions and substrate geometry in solid-state dewetting and selective-area growth: a phase-field approach
2024 Radice, E; Miglio, L; Montalenti, F; Bergamaschini, R
Near-Infrared Light Trapping and Avalanche Multiplication in Silicon Epitaxial Microcrystals
2024 Falcone, V; Barzaghi, A; Signorelli, F; Valente, J; Firoozabadi, S; Zucchetti, C; Bergamaschini, R; Ballabio, A; Bottegoni, F; Zappa, F; Montalenti, F; Miglio, L; Volz, K; Paul, D; Biagioni, P; Tosi, A; Isella, G
Simulating morphological evolutions by Convolutional Neural Networks
2024 Lanzoni, D; Rovaris, F; Fantasia, A; Martı́n-Encinar, L; Montalenti, F; Bergamaschini, R
Simulations of strained films evolution: extending accessible timescales through Convolutional Neural Networks
2024 Lanzoni, D; Rovaris, F; Martìn-Encinar, L; Bergamaschini, R; Fantasia, A; Montalenti, F
Simulations of strained films evolution: extending accessible timescales through Convolutional Neural Networks
2024 Lanzoni, D; Rovaris, F; Martín-Encinar, L; Fantasia, A; Bergamaschini, R; Montalenti, F
Ge and Si Microcrystal Photodetectors with Enhanced Infrared Responsivity
2023 Falcone, V; Barzaghi, A; Signorelli, F; Bergamaschini, R; Valente, J; Paul, D; Tosi, A; Isella, G
In-Plane Nanowire Growth of Topological Crystalline Insulator Pb₁₋ₓSnₓTe
2023 Schellingerhout, S; Bergamaschini, R; Verheijen, M; Montalenti, F; Miglio, L; Bakkers, E
Continuum modeling of 3D semiconductor epitaxy: thermodynamic and kinetic driving forces behind morphological and compositional evolution
2022 Bergamaschini, R; Montalenti, F; Miglio, L
Doubling the mobility of InAs/InGaAs selective area grown nanowires
2022 Beznasyuk, D; Marti-Sanchez, S; Kang, J; Tanta, R; Rajpalke, M; Stankevic, T; Christensen, A; Spadaro, M; Bergamaschini, R; Maka, N; Petersen, C; Carrad, D; Jespersen, T; Arbiol, J; Krogstrup, P
Kinetic-control of morphology and composition during the 3D growth of semiconductor nanostructures
2022 Bergamaschini, R
Morphological evolution via surface diffusion learned by convolutional, recurrent neural networks: Extrapolation and prediction uncertainty
2022 Lanzoni, D; Albani, M; Bergamaschini, R; Montalenti, F
Nanostructured 3C-SiC on Si by a network of (111) platelets: a fully textured film generated by intrinsic growth anisotropy
2022 Vanacore, G; Chrastina, D; Scalise, E; Barbisan, L; Ballabio, A; Mauceri, M; La Via, F; Capitani, G; Crippa, D; Marzegalli, A; Bergamaschini, R; Miglio, L
Phase-field modeling of the morphological evolution of ringlike structures during growth: Thermodynamics, kinetics, and template effects
2022 De Donno, M; Albani, M; Bergamaschini, R; Montalenti, F