Daniele Lanzoni

According to our database, Daniele Lanzoni authored at least 6 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of six.

2026

Neural surrogates for crystal growth dynamics with variable supersaturation: explicit vs. implicit conditioning.

Matteo Rigoni, Daniele Lanzoni, Francesco Montalenti, Roberto Bergamaschini

CoRR, April, 2026

2025

Learning Kinetic Monte Carlo stochastic dynamics with Deep Generative Adversarial Networks.

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.

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.

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.

Daniele Lanzoni, Andrea Fantasia, Roberto Bergamaschini, Olivier Pierre-Louis, Francesco Montalenti

CoRR, 2024

2023

Learning and accurate generation of stochastic dynamics based on multi-model Generative Adversarial Networks.

Daniele Lanzoni, Olivier Pierre-Louis, Francesco Montalenti

CoRR, 2023