Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics.

Ma T, Gao TT, Cui W, Frangi A, Yan G, Zhao L

Open source

DOI: 10.1002/advs.202519707
Published: 2026 May
Container: Advanced science (Weinheim, Baden-Wurttemberg, Germany)
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1002/advs.202519707,
  title = {Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics.},
  author = {Ma T and Gao TT and Cui W and Frangi A and Yan G and Zhao L},
  year = {2026},
  journal = {Advanced science (Weinheim, Baden-Wurttemberg, Germany)},
  doi = {10.1002/advs.202519707},
  url = {https://doi.org/10.1002/advs.202519707}
}

RIS

TY  - JOUR
TI  - Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics.
AU  - Ma T
AU  - Gao TT
AU  - Cui W
AU  - Frangi A
AU  - Yan G
AU  - Zhao L
PY  - 2026
JO  - Advanced science (Weinheim, Baden-Wurttemberg, Germany)
DO  - 10.1002/advs.202519707
UR  - https://doi.org/10.1002/advs.202519707
ER  -

APA

T, M., TT, G., W, C., A, F., G, Y., & L, Z. (2026). Encoding Cumulation to Learn Perturbative Nonlinear Oscillatory Dynamics.. Advanced science (Weinheim, Baden-Wurttemberg, Germany). https://doi.org/10.1002/advs.202519707

Source records

pubmed · retrieved 2026-09-25T05:25:37.007Z
europe-pmc · retrieved 2026-09-25T05:25:37.038Z
doaj · retrieved 2026-09-25T05:25:37.007Z