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Roberto Bergamaschini

Orcid: 0000-0002-3686-2273

According to our database1, Roberto Bergamaschini authored at least 5 papers between 2024 and 2026.

Collaborative distances:
  • Dijkstra number2 of six.
  • Erdős number3 of six.

Timeline

Legend:

Book  In proceedings  Article  PhD thesis  Dataset  Other 

Links

On csauthors.net:

Bibliography

2026
Neural surrogates for crystal growth dynamics with variable supersaturation: explicit vs. implicit conditioning.
[BibTeX]
[DOI]
Matteo Rigoni
,
Daniele Lanzoni
,
Francesco Montalenti
,
Roberto Bergamaschini
CoRR, April, 2026

2025
Learning Kinetic Monte Carlo stochastic dynamics with Deep Generative Adversarial Networks.
[BibTeX]
[DOI]
Daniele Lanzoni
,
Olivier Pierre-Louis
,
Roberto Bergamaschini
,
Francesco Montalenti
CoRR, July, 2025

Unified machine-learning framework for property prediction and time-evolution simulation of strained alloy microstructure.
[BibTeX]
[DOI]
Andrea Fantasia
,
Daniele Lanzoni
,
Niccolò Di Eugenio
,
Angelo Monteleone
,
Roberto Bergamaschini
,
Francesco Montalenti
CoRR, July, 2025

2024
Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired neural networks for the 3D microstructure evolution of materials via Cahn-Hilliard flow.
[BibTeX]
[DOI]
Daniele Lanzoni
,
Andrea Fantasia
,
Roberto Bergamaschini
,
Olivier Pierre-Louis
,
Francesco Montalenti
Mach. Learn. Sci. Technol., 2024

Extreme time extrapolation capabilities and thermodynamic consistency of physics-inspired Neural Networks for the 3D microstructure evolution of materials.
[BibTeX]
[DOI]
Daniele Lanzoni
,
Andrea Fantasia
,
Roberto Bergamaschini
,
Olivier Pierre-Louis
,
Francesco Montalenti
CoRR, 2024


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