Deep Koopman operators for causal discovery
Abstract Causal discovery aims to identify cause-effect mechanisms for better scientific understanding, explainable decision-making, and more accurate modeling. Standard statistical frameworks, such as Granger causality, lack the ability to quantify causal relationships in nonlinear dynamics due to...
Salvato in:
| Autori principali: | , , , , , , |
|---|---|
| Natura: | Artigo |
| Lingua: | Inglês |
| Pubblicazione: |
Nature Portfolio
2025-11-01
|
| Serie: | Communications Physics |
| Accesso online: | https://doi.org/10.1038/s42005-025-02426-1 |
| Tags: |
Nessun Tag, puoi essere il primo ad aggiungerne!!
|