37 citations · 39 across the 5 of their papers we have counts for
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cond-mat.mtrl-sci2023★ 37 cited
MatChat: A Large Language Model and Application Service Platform for Materials Science
Ziyi Chen, Fankai Xie, Meng Wan +5
The prediction of chemical synthesis pathways plays a pivotal role in materials science research. Challenges, such as the complexity of synthesis pathways and the lack of comprehen…
cond-mat.mtrl-sci2023
Addressing the Accuracy-Cost Tradeoff in Material Property Prediction: A Teacher-Student Strategy
Dong Zhu, Zhikuang xin, Siming Zheng +2
Deep learning has revolutionized the process of new material discovery, with state-of-the-art models now able to predict material properties based solely on chemical compositions,…