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20172026
most citedCrystal Graph Convolutional Neural Networks for an Accurate and Interpretable Prediction of Material Properties

2.9k citations · 3.8k across the 15 of their papers we have counts for

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cond-mat.mtrl-sci2026

MatterSim-MT: A multi-task foundation model for in silico materials characterization

Han Yang, Xixian Liu, Chenxi Hu +25

Accurate property characterization is a major bottleneck in materials design. While first-principles methods and task-specific machine-learning models have driven important progres…