2025 Poster "data assimilation" Papers
5 papers found
Align-DA: Align Score-based Atmospheric Data Assimilation with Multiple Preferences
Jing-An Sun, Hang Fan, Junchao Gong et al.
NeurIPS 2025posterarXiv:2505.22008
2
citations
ANaGRAM: A Natural Gradient Relative to Adapted Model for efficient PINNs learning
Nilo Schwencke, Cyril Furtlehner
ICLR 2025posterarXiv:2412.10782
4
citations
FlowDAS: A Stochastic Interpolant-based Framework for Data Assimilation
Siyi Chen, Yixuan Jia, Qing Qu et al.
NeurIPS 2025posterarXiv:2501.16642
4
citations
Latent-EnSF: A Latent Ensemble Score Filter for High-Dimensional Data Assimilation with Sparse Observation Data
Phillip Si, Peng Chen
ICLR 2025posterarXiv:2409.00127
10
citations
VAE-Var: Variational Autoencoder-Enhanced Variational Methods for Data Assimilation in Meteorology
Yi Xiao, Qilong Jia, Kun Chen et al.
ICLR 2025poster
6
citations