2 papers
cs.SE2025
Toward Automated and Trustworthy Scientific Analysis and Visualization with LLM-Generated Code
Apu Kumar Chakroborti, Yi Ding, Lipeng Wan
As modern science becomes increasingly data-intensive, the ability to analyze and visualize large-scale, complex datasets is critical to accelerating discovery. However, many domai…
cs.DC2025
HPDR: High-Performance Portable Scientific Data Reduction Framework
Jieyang Chen, Qian Gong, Yanliang Li +5
The rapid growth of scientific data is surpassing advancements in computing, creating challenges in storage, transfer, and analysis, particularly at the exascale. While data reduct…