Crystal Structure Prediction (CSP), the task of determining stable atomic arrangements from chemical composition alone, remains a central challenge in computational materials science with direct implications for accelerating materials discovery. While recent diffusion-based generative models achieve impressive results...
Lu Yang, Tian-Tian Xu, Xiu-Feng Liu et al.· Proceedings of the 32nd ACM...· 0 citations
This paper uses a vision-language model (VLM) to compute similarities between target samples and text labels, including those for unknown classes generated by prompting a large language model, and proposes a framework that leverages foundation models (LFM) for SF-UniDA.
Jing Li, Pan Liu, Meng Zhao et al.· IEEE transactions on multime...· 0 citations
Crystal Structure Prediction (CSP), the task of determining stable atomic arrangements from chemical composition alone, remains a central challenge in computational materials science with direct implications for accelerating materials discovery. While recent diffusion-based generative models achieve impressive results...
Lu Yang, Tiantian Xu, X. Liu et al.· Proceedings of the 32nd ACM...· 0 citations
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