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Diels-Alder reaction space for self-healing polymer

Version 5 2025-05-27, 08:50
Version 4 2025-05-25, 16:42
Version 3 2025-05-23, 09:13
Version 2 2025-05-21, 11:33
Version 1 2025-05-21, 11:32
dataset
posted on 2025-05-27, 08:50 authored by Maxime FerrerMaxime Ferrer, Bowen DengBowen Deng, Javier Emilio Alfonso RamosJavier Emilio Alfonso Ramos, Thijs StuyverThijs Stuyver

This dataset and checkpoint support the research presented in the paper *"Screening Thermally Reversible Diels-Alder Reactions for Self-Healing Polymers via Integrated Machine Learning and Reaction Profile Calculations"*, and includes high-throughput data related to the generation and analysis of Diels-Alder (DA) reactions. The reactions cover both synthetic diene-dienophile pairs and combinations derived from natural products, facilitating the study of key properties such as thermal responsiveness, reactivity, and reversibility. This dataset can support various research directions, including the design of self-healing polymers, modeling of reaction reversibility, exploration of reaction mechanisms, and development of machine learning models.

Funding

French National Agency for Research (ANR) through a CPJ grant (ANR-22-CPJ1- 0093-01) and a JCJC grant (ANR-24-CE29-5745)

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