@article{regazzoni:hal-03207037, TITLE = {{Combining Data Assimilation and Machine Learning to build data-driven models for unknown long time dynamics - Applications in cardiovascular modeling}}, AUTHOR = {Regazzoni, Francesco and Chapelle, Dominique and Moireau, Philippe}, URL = {https://inria.hal.science/hal-03207037}, JOURNAL = {{International Journal for Numerical Methods in Biomedical Engineering}}, PUBLISHER = {{John Wiley and Sons}}, VOLUME = {37}, NUMBER = {7}, YEAR = {2021}, MONTH = Jul, DOI = {10.1002/cnm.3471}, KEYWORDS = {Machine Learning ; Data Assimilation ; Artificial Neural Networks ; Data-driven Modeling ; Multiscale Problems ; Cardiovascular Modeling}, PDF = {https://inria.hal.science/hal-03207037v2/file/cnm.3471.pdf}, HAL_ID = {hal-03207037}, HAL_VERSION = {v2}, }