25 citations · 35 across the 4 of their papers we have counts for
4 papers
Generative Inversion for Property-Targeted Materials Design: Application to Shape Memory Alloys
Cheng Li, Pengfei Danga, Yuehui Xiana +5
The design of shape memory alloys (SMAs) with high transformation temperatures and large mechanical work output remains a longstanding challenge in functional materials engineering…
Semantic Embeddings of Chemical Elements for Enhanced Materials Inference and Discovery
Yunze Jia, Yuehui Xian, Yangyang Xu +5
We present a framework for generating universal semantic embeddings of chemical elements to advance materials inference and discovery. This framework leverages ElementBERT, a domai…
Efficient Estimation of Material Property Curves and Surfaces via Active Learning
Yuan Tian, Dezhen Xue, Ruihao Yuan +4
The relationship between material properties and independent variables such as temperature, external field or time, is usually represented by a curve or surface in a multi-dimensio…
Enhanced energy storage density by reversible domain switching in acceptor doped ferroelectrics
Zhiyang Wang, Deqing Xue, Dezhen Xue +3
Typical ferroelectrics possess a large spontaneous polarization Ps but simultaneously a large remnant polarization Pr as well, resulting in an inferior energy storage density.A mec…