34 citations · 34 across the 2 of their papers we have counts for
2 papers
stat.ME2026
Statistical Tapers for Correlation-Based Localization in Ensemble Data Assimilation
Alexandre A. Emerick, Vinicius Luiz Santos Silva
Localization is essential in ensemble-based data assimilation because finite ensembles produce noisy covariance estimates, causing spurious updates and excessive loss of ensemble v…
cs.LG2024★ 34 cited
AI enhanced data assimilation and uncertainty quantification applied to Geological Carbon Storage
G. S. Seabra, N. T. Mücke, V. L. S. Silva +2
This study investigates the integration of machine learning (ML) and data assimilation (DA) techniques, focusing on implementing surrogate models for Geological Carbon Storage (GCS…