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material property prediction

6 papers

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Co-occurring keywords · papers mentioning both

graph transformer (3) crystal structure (2) pairwise distance distribution (1) lattice representation (1) materials informatics (1) large language model (1) graph neural network (1) material point method (1) geometric descriptor (1) geometric distance (1)

Papers

UniPixie: Unified and Probabilistic 3D Physics Learning via Flow Matching CVPR 2026 PDDFormer: Pairwise Distance Distribution Graph Transformer for Crystal Material Property Prediction IJCAI 2025 Complete and Efficient Graph Transformers for Crystal Material Property Prediction ICLR 2024 Evaluating Extrapolation Ability of Large Language Model in Chemical Domain ACL 2024 Density of States Prediction of Crystalline Materials via Prompt-guided Multi-Modal Transformer NeurIPS 2023 Periodic Graph Transformers for Crystal Material Property Prediction NeurIPS 2022