Adaptive backward stepwise selection of fast sparse identification of nonlinear dynamics
| dc.contributor.author | Jiang, Feng | |
| dc.contributor.author | Du, Lin | |
| dc.contributor.author | Xue, Qing | |
| dc.contributor.author | Deng, Zichen | |
| dc.contributor.author | Grebogi, C. | |
| dc.contributor.institution | University of Aberdeen.Institute for Complex Systems and Mathematical Biology (ICSMB) | en |
| dc.contributor.institution | University of Aberdeen.Physics | en |
| dc.date.accessioned | 2025-12-03T15:04:00Z | |
| dc.date.issued | 2025-12 | |
| dc.description.status | Peer reviewed | en |
| dc.format.extent | 24 | |
| dc.format.extent | 3310911 | |
| dc.identifier | 311630767 | |
| dc.identifier | f2fba9d7-81cb-4859-8c18-9c79cc21bff1 | |
| dc.identifier.citation | Jiang, F, Du, L, Xue, Q, Deng, Z & Grebogi, C 2025, 'Adaptive backward stepwise selection of fast sparse identification of nonlinear dynamics', Applied Mathematics and Mechanics, vol. 46, no. 12, pp. 2361-2384. https://doi.org/10.1007/s10483-025-3320-7 | en |
| dc.identifier.doi | 10.1007/s10483-025-3320-7 | |
| dc.identifier.issn | 1573-2754 | |
| dc.identifier.other | RIS: urn:12F75A30D071DBC2AD5A6B8ACAEF9015 | |
| dc.identifier.other | RIS: Jiang2025 | |
| dc.identifier.other | ORCID: /0000-0002-9811-4617/work/199066479 | |
| dc.identifier.uri | https://hdl.handle.net/2164/26498 | |
| dc.language.iso | eng | |
| dc.relation.ispartof | Applied Mathematics and Mechanics | en |
| dc.subject | data-driven dynamics modeling | en |
| dc.subject | backward stepwise selection (BSS) | en |
| dc.subject | sparse identification of nonlinear dynamics (SINDy) | en |
| dc.subject | sparse regression | en |
| dc.subject | hyperparameter determination | en |
| dc.subject | curse of dimensionality | en |
| dc.subject | QC Physics | en |
| dc.subject.lcc | QC | en |
| dc.title | Adaptive backward stepwise selection of fast sparse identification of nonlinear dynamics | en |
| dc.type | Journal article | en |
Files
Original bundle
1 - 1 of 1
- Name:
- Jiang_etal_AAM_Adaptive_Backward_Stepwise_AAM.pdf
- Size:
- 3.16 MB
- Format:
- Adobe Portable Document Format