ArticleACS omega2022
Compositional Modeling of the Oil Formation Volume Factor of Crude Oil Systems: Application of Intelligent Models and Equations of State.
Article in ACS omega, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
5 citing papers in PubMed.
- Investigation of thermal conductivity for nano-improved polyethylene glycol composites.Discover nano · 2026Article
- Prediction of the Minimum Miscibility Pressure of the COACS omega · 2025Article
- Leveraging advanced ensemble learning techniques for methane uptake prediction in metal organic frameworks.Scientific reports · 2025Article
- Compositional modeling of solution gas-oil ratio (Rs): a comparative study of tree-based models, neural networks, and equations of state.Scientific reports · 2025Article
- Enhanced machine learning-ensemble method for estimation of oil formation volume factor at reservoir conditions.Scientific reports · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
This communication primarily concentrates on developing reliable and accurate compositional oil formation volume factor (
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.