3 papers
cs.CE2026
Report of the 2026 Workshop on Next-Generation Ecosystems for Scientific Computing: Harnessing Community, Software, and AI for Cross-Disciplinary Team Science
Lois Curfman McInnes, Dorian Arnold, Prasanna Balaprakash +45
Scientific computing is undergoing rapid transformation as advances in artificial intelligence, heterogeneous computing, automation, and data-intensive research reshape not only co…
cs.LG2026
Towards Scaling Law Analysis For Spatiotemporal Weather Data
Alexander Kiefer, Prasanna Balaprakash, Xiao Wang
Compute-optimal scaling laws are relatively well studied for NLP and CV, where objectives are typically single-step and targets are comparatively homogeneous. Weather forecasting i…
cs.CY2025
The Iceberg Index: Measuring Skills-centered Exposure in the AI Economy
Ayush Chopra, Santanu Bhattacharya, DeAndrea Salvador +7
Artificial Intelligence is reshaping America's $9.4 trillion labor market, with cascading effects that extend far beyond visible technology sectors. When AI transforms quality con…