Seungnam Kim

Identifiers

• name variant Seungnam Kim 0.60 · backfill

Papers (2)

1. Enabling High-Accuracy Data Assimilation with Limited Ensembles via Machine Learning-Based Covariance Correction physics.ao-ph · 2026 · author #6
2. Small Ensemble-based Data Assimilation: A Machine Learning-Enhanced Data Assimilation Method with Limited Ensemble Size cs.LG · 2025 · author #7

Mentions

• 2510.15284 #7 · arxiv_oai · confidence 0.70 Seungnam Kim
• 2605.11639 #6 · arxiv_oai · confidence 0.70 Seungnam Kim

Frequent Coauthors

• Guangyao Wang 2 shared papers
• Zeng Liu 2 shared papers
• Zhaokuan Lu 2 shared papers
• Zhilin Li 2 shared papers
• Zhou Yao 2 shared papers
• Li Zhao 1 shared papers
• Shanlin Xu 1 shared papers
• Xianglong Li 1 shared papers