Benchmarking GNNs for OOD Materials Property Prediction with Uncertainty Quantification

Liqin Tan, Pin Chen, Menghan Liu +3

We present MatUQ, a benchmark framework for evaluating graph neural networks (GNNs) on out-of-distribution (OOD) materials property prediction with uncertainty quantification (UQ).…