Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter

Mariya Mamajiwala, Cesare Corrado, Christopher W. Lanyon, Steven A. Niederer, Richard D. Wilkinson, Richard H. Clayton

Open source

DOI
10.1038/s41598-026-39948-9
Published
2026-02-23
Container
Scientific Reports
Publisher
Springer Science and Business Media LLC
Open access
unknown

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BibTeX

@article{allodium:10.1038/s41598-026-39948-9,
  title = {Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter},
  author = {Mariya Mamajiwala and Cesare Corrado and Christopher W. Lanyon and Steven A. Niederer and Richard D. Wilkinson and Richard H. Clayton},
  year = {2026},
  journal = {Scientific Reports},
  doi = {10.1038/s41598-026-39948-9},
  url = {https://doi.org/10.1038/s41598-026-39948-9}
}

RIS

TY  - JOUR
TI  - Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter
AU  - Mariya Mamajiwala
AU  - Cesare Corrado
AU  - Christopher W. Lanyon
AU  - Steven A. Niederer
AU  - Richard D. Wilkinson
AU  - Richard H. Clayton
PY  - 2026
JO  - Scientific Reports
DO  - 10.1038/s41598-026-39948-9
UR  - https://doi.org/10.1038/s41598-026-39948-9
ER  - 

APA

Mamajiwala, M., Corrado, C., Lanyon, C. W., Niederer, S. A., Wilkinson, R. D., & Clayton, R. H. (2026). Rapid calibration of atrial electrophysiology models using Gaussian process emulators in the ensemble Kalman filter. Scientific Reports. https://doi.org/10.1038/s41598-026-39948-9

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