Considering discrepancy when calibrating a mechanistic electrophysiology model

Chon Lok Lei*, Sanmitra Ghosh, Dominic G. Whittaker, Yasser Aboelkassem, Kylie A. Beattie, Chris D. Cantwell, Tammo Delhaas, Charles Houston, Gustavo Montes Novaes, Alexander V. Panfilov, Pras Pathmanathan, Marina Riabiz, Rodrigo Weber dos Santos, John Walmsley, Keith Worden, Gary R. Mirams, Richard D. Wilkinson

*Corresponding author for this work

Research output: Contribution to journalReview articleAcademicpeer-review

Original languageEnglish
Article number20190349
Number of pages23
JournalPhilosophical Transactions of the Royal Society A: mathematical Physical and Engineering Sciences
Volume378
Issue number2173
DOIs
Publication statusPublished - 12 Jun 2020

Keywords

  • model discrepancy
  • uncertainty quantification
  • cardiac model
  • Bayesian inference
  • BAYESIAN CALIBRATION
  • PREDICTION
  • VERIFICATION
  • FREQUENCY
  • SYSTEMS

Cite this

Lei, C. L., Ghosh, S., Whittaker, D. G., Aboelkassem, Y., Beattie, K. A., Cantwell, C. D., Delhaas, T., Houston, C., Novaes, G. M., Panfilov, A. V., Pathmanathan, P., Riabiz, M., dos Santos, R. W., Walmsley, J., Worden, K., Mirams, G. R., & Wilkinson, R. D. (2020). Considering discrepancy when calibrating a mechanistic electrophysiology model. Philosophical Transactions of the Royal Society A: mathematical Physical and Engineering Sciences, 378(2173), [20190349]. https://doi.org/10.1098/rsta.2019.0349