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AccelScreen-FR-ML

The full 86W dataset is not included in this repository due to storage constraints.
To obtain the dataset, please formally request through: czw1995@outlook.com

For implementation questions or data specifications: czw1995@outlook.com

When referencing this work in publications or derived projects, include: [1] Chen Z, He C, Wang K, et al. Machine learning-driven molecular generation for accelerated screening of high-performance flame retardants in epoxy resin composites[J]. Chemical Engineering Journal, 2025: 163946. [2] Chen Z, Yang B, Song N, et al. Machine learning-guided design of organic phosphorus-containing flame retardants to improve the limiting oxygen index of epoxy resins[J]. Chemical Engineering Journal, 2023, 455: 140547. [3] Chen Z, Yang B, Song N, et al. Machine learning-enabled rational design of organic flame retardants for enhanced fire safety of epoxy resin composites[J]. Composites Communications, 2023, 44: 101756.

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