85 citations · 86 across the 4 of their papers we have counts for
4 papers
VQCrystal: Leveraging Vector Quantization for Discovery of Stable Crystal Structures
ZiJie Qiu, Luozhijie Jin, Zijian Du +5
Discovering functional crystalline materials through computational methods remains a formidable challenge in materials science. Here, we introduce VQCrystal, an innovative deep lea…
Crystal Transformer Based Universal Atomic Embedding for Accurate and Transferable Prediction of Materials Properties
Luozhijie Jin, Zijian Du, Le Shu +2
In this work, we propose a novel approach to generate universal atomic embeddings, significantly enhancing the representational and accuracy aspects of atomic embeddings, which ult…
Non-Hermitian Optical Parametric Systems with Anti-parity-time Symmetry
Ben Li, Yanfang Zhang, Jing Wang +8
The continuous advancements in ultrafast lasers, characterized by high pulse energy, great average power, and ultrashort pulse duration, have opened up new frontiers and applicatio…
Bending and wrinkling as competing relaxation pathways for strained free-hanging films
P. Cendula, S. Kiravittaya, Y. Mei +2
An equilibrium phase diagram for the shape of compressively strained free-hanging films is developed by total strain energy minimization. For small strain gradients Δε, the film wr…