ArticleACS omega2025
Comprehensive Analysis of Pyrazoline Analogs: Exploring Their Antioxidant Potential as Biofuel Additives.
Article in ACS omega, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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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.
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Authors and funding
9 authors.
Funding
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Abstract
Global dependence on fossil fuels raises environmental and energy concerns, encouraging the search for renewable sources, such as biodiesel. However, their limited oxidative stability compromises their commercial viability. This study investigates two pyrazoline analogues (CNF and CNO) as potential antioxidant additives for biodiesel using a combined molecular modeling and machine learning approach. Supramolecular analysis revealed that C-H···O and C-H···π interactions influence molecular stability. Chemical reactivity descriptors indicated that the methoxy group (-OCH
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Registered trials
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