Automatized discovery of polymer membranes with AI generative design and mole...

B2FIND2026-04-11 收录

AI材料生成

聚合物设计

数据链接：

https://b2find.eudat.eu/dataset/91695c7e-717e-5905-a712-5e53af562470 数据链接链接失效反馈

官方服务：

资源简介：

The computational generation of molecules with Artificial Intelligence (AI) is poised to revolutionize materials discovery. Potential applications range from development of...

Tunable nonenzymatic degradability of N -substituted polyaspartamide main chain by amine protonation and alkyl spacer length in side chains for enhanced messenger RNA transfection efficiency

聚合物设计

生物医学应用

Degradability of polycations under physiological conditions is an attractive feature for their use in biomedical applications, such as the delivery of nucleic acids. This study aims to design polycati

DataCite Commons2025-06-01 更新350

ML powered, automated discovery of polymer membranes for carbon capture

聚合物设计

碳捕获材料计算筛选

Data sets and scripts for computational discovery of polymer membranes for carbon dioxide separation. The training data set with 1,169 homo-polymers provides carbon dioxide permeability, glass transit

DataCite Commons2026-03-12 更新70

Hydrogen Bonding Bottlebrush Networks: Self-healing Materials from Super-soft to Stiff

自修复材料

聚合物设计

The impact of polymer architecture on network dynamics and self-healing is presented using bottlebrushes containing side chains that are end-functionalized with 2-ureido-4[1H]-pyrimidinone (UPy). The

DataONE2023-01-04 更新40

PITg-Curated

聚酰亚胺玻璃化转变温度预测

聚合物设计

PITg-Curated是一个专为聚酰亚胺玻璃化转变温度预测及结构设计而构建的精选数据集，由大连理工大学研究团队创建。该数据集包含10066条去重后的聚酰亚胺重复单元结构，并标注了对应的玻璃化转变温度（Tg）标签。数据集的构建过程包括从现有数据资源收集聚酰亚胺结构，经过严格的去重和清洗，确保每个重复单元唯一且具有可靠的Tg信息。该数据集主要用于聚酰亚胺结构-性质关系建模，支持目标条件下的结构生成、

arXiv2026-07-31 更新180

Sustainable Polymers: Our Evolving Understanding

聚合物设计

聚合物生命周期评估

ConspectusThis Account discusses the evolution of our strategy to conduct environmentally responsible research in the field of polymer chemistry. To contextualize our work, we begin with a broad histo

Figshare2022-06-27 更新40

Automatized discovery of polymer membranes with AI generative design and mole...

资源简介：

相关数据集