A data-driven model reduction approach for backward fractional diffusion-wave equations
Fuente:
arXiv
Salvato in:
| Autori principali: | , , |
|---|---|
| Natura: | Preprint |
| Pubblicazione: |
2026
|
| Soggetti: | |
| Accesso online: | |
| Tags: |
Aggiungi Tag
Nessun Tag, puoi essere il primo ad aggiungerne!!
|
| _version_ | 1866915954391252992 |
|---|---|
| author | Cen, Dakang Li, Zhiyuan Zhang, Wenlong |
| author_facet | Cen, Dakang Li, Zhiyuan Zhang, Wenlong |
| contents | In this work, we propose an observation system based on the available data which solution is one-be-one mapping to the forward problem(with the unknown initial function) solution. It implies their solutions share the same linear structure in the finite dimensional space. Theoretical results show model reduction approaches constructed for the observation system also work well for the forward problem, which significantly improve the efficiency of solving the inverse problem. Several numerical examples are presented to support our finding. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2604_22211 |
| institution | arXiv |
| publishDate | 2026 |
| record_format | arxiv |
| spellingShingle | A data-driven model reduction approach for backward fractional diffusion-wave equations Cen, Dakang Li, Zhiyuan Zhang, Wenlong Numerical Analysis 35R11, 35R09, 35B40 In this work, we propose an observation system based on the available data which solution is one-be-one mapping to the forward problem(with the unknown initial function) solution. It implies their solutions share the same linear structure in the finite dimensional space. Theoretical results show model reduction approaches constructed for the observation system also work well for the forward problem, which significantly improve the efficiency of solving the inverse problem. Several numerical examples are presented to support our finding. |
| title | A data-driven model reduction approach for backward fractional diffusion-wave equations |
| topic | Numerical Analysis 35R11, 35R09, 35B40 |
| url | https://arxiv.org/abs/2604.22211 |