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cs.LG2025
Quotient Complex Transformer (QCformer) for Perovskite Data Analysis
Xinyu You, Xiang Liu, Chuan-Shen Hu +2
The discovery of novel functional materials is crucial in addressing the challenges of sustainable energy generation and climate change. Hybrid organic-inorganic perovskites (HOIPs…
cs.LG2023
Torsion Graph Neural Networks
Cong Shen, Xiang Liu, Jiawei Luo +1
Geometric deep learning (GDL) models have demonstrated a great potential for the analysis of non-Euclidian data. They are developed to incorporate the geometric and topological inf…