Machine learning-based conditional mean filter: A generalization of the ensemble Kalman filter for nonlinear data assimilation

Hoang, Truong Vinh (Corresponding author); Krumscheid, Sebastian; Matthies, Hermann G.; Tempone, Raul

Springfield, MO : American Institute of Mathematical Sciences (2022, 2023)
Journal Article

In: Foundations of data science : FoDS
Volume: 5
Issue: 1
Page(s)/Article-Nr.: 56-80

Institutions

• Department of Mathematics [110000]
• Chair of Mathematics (Analysis) [111810]
• Chair of Mathematics for Uncertainty Quantification [118110]