5 citations · 5 across the 3 of their papers we have counts for
3 papers
cs.SE2026
Systematic LLM Translation of Legacy Scientific Code to Differentiable Frameworks: Application to a Land Surface Model
Aya Lahlou, Linnia Hawkins, Pierre Gentine
Differentiable programming offers transformative capabilities for scientific modeling, enabling gradient-based parameter estimation, sensitivity analysis, and data assimilation. Ye…
cs.AI2025
AutoClimDS: Climate Data Science Agentic AI -- A Knowledge Graph is All You Need
Ahmed Jaber, Wangshu Zhu, Ayon Roy +6
Climate data science remains constrained by fragmented data sources, heterogeneous formats, and steep technical expertise requirements. These barriers slow discovery, limit partici…
cs.DC2024★ 5 cited
Proof-of-concept: Using ChatGPT to Translate and Modernize an Earth System Model from Fortran to Python/JAX
Anthony Zhou, Linnia Hawkins, Pierre Gentine
Earth system models (ESMs) are vital for understanding past, present, and future climate, but they suffer from legacy technical infrastructure. ESMs are primarily implemented in Fo…