Trenta, Alessandro Statistiche
Trenta, Alessandro
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ComPhy: Composing Physical Models with end-to-end Alignment
2026-01-01 Trenta, Alessandro; Cossu, Andrea; Bacciu, Davide
Improving long-range interactions in graph neural simulators via hamiltonian dynamics
2026-01-01 Hoang, Tai; Trenta, Alessandro; Gravina, Alessio; Freymuth, Niklas; Becker, Philipp; Bacciu, Davide; Neumann, Gerhard
Learning and Transferring Physical Models through Derivatives
2026-01-01 Trenta, Alessandro; Cossu, Andrea; Bacciu, Davide
Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks
2025-01-01 Heilig, Simon; Gravina, Alessio; Trenta, Alessandro; Gallicchio, Claudio; Bacciu, Davide
SONAR: Long-Range Graph Propagation Through Information Waves
2025-01-01 Trenta, Alessandro; Gravina, Alessio; Bacciu, Davide
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| ComPhy: Composing Physical Models with end-to-end Alignment | 1-gen-2026 | Trenta, Alessandro; Cossu, Andrea; Bacciu, Davide | |
| Improving long-range interactions in graph neural simulators via hamiltonian dynamics | 1-gen-2026 | Hoang, Tai; Trenta, Alessandro; Gravina, Alessio; Freymuth, Niklas; Becker, Philipp; Bacciu, Davide; Neumann, Gerhard | |
| Learning and Transferring Physical Models through Derivatives | 1-gen-2026 | Trenta, Alessandro; Cossu, Andrea; Bacciu, Davide | |
| Port-Hamiltonian Architectural Bias for Long-Range Propagation in Deep Graph Networks | 1-gen-2025 | Heilig, Simon; Gravina, Alessio; Trenta, Alessandro; Gallicchio, Claudio; Bacciu, Davide | |
| SONAR: Long-Range Graph Propagation Through Information Waves | 1-gen-2025 | Trenta, Alessandro; Gravina, Alessio; Bacciu, Davide |