PetroGraph is a multi-agent LLM system that automates reservoir history matching and reduces mismatch by 95% on SPE1, 69% on SPE9, and 13% on the Norne field model.
History Matching of the Norne Full-Field Model With an Iterative Ensemble Smoother
1 Pith paper cite this work, alongside 78 external citations. Polarity classification is still indexing.
1
Pith paper citing it
78
external citations · Crossref
fields
cs.MA 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Multi-Agentic Approach for History Matching of Oil Reservoirs
PetroGraph is a multi-agent LLM system that automates reservoir history matching and reduces mismatch by 95% on SPE1, 69% on SPE9, and 13% on the Norne field model.