Probing tuneable phase behaviour of soft solids for solid-state refrigeration through molecular simulations
Probing tuneable phase behaviour of soft solids for solid-state refrigeration through molecular simulations
通过分子模拟探索固态制冷软固体的可调相行为
批准号：
2824335
负责人：
金额：
$0.0万
依托单位：
依托单位国家：
英国
项目类别：
Studentship
财政年份：
2022
资助国家：
英国
项目状态：
未结题
起止时间：
2022 至 --
中文摘要
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英文摘要
We will use conventional molecular simulations and enhanced sampling to generate conformations with which we will train a machine learning model. Sampling from the latent space of this model will allow the efficient exploration of phase space and allowing for phase diagram mapping. To avoid retraining for each new material we want to study, we will use transfer learning techniques to minimise simulations needed.
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