Materials Project

Dataset Materials project (2019 dump) This dataset contains 133420 materials with formation energy per atom. Processed from mp.2019.04.01.json Download Download link: materials-project.tar.gz MD5 checksum c132f3781f32cd17f3a92aa6501b9531 Content Bundled in materials-project.tar.gz. Index (index.json) list of dict: inde

Papers using Materials Project (10)

MatSciML: A Broad, Multi-Task Benchmark for Solid-State Materials Modeling2023 · 6 citesDeepCrysTet: A Deep Learning Approach Using Tetrahedral Mesh for Predicting Properties of Crystalline Materials2023 · 3 citesMaterial Property Prediction using Graphs based on Generically Complete Isometry Invariants2022 · 1 citesPredicting ionic conductivity in solids from the machine-learned potential energy landscape2024 · 1 citesCurvature-informed multi-task learning for graph networks2022Leveraging Orbital Information and Atomic Feature in Deep Learning Model2022Higher-Order Equivariant Neural Networks for Charge Density Prediction in Materials2023DenseGNN: universal and scalable deeper graph neural networks for high-performance property prediction in crystals and molecules2025A Cartesian Encoding Graph Neural Network for Crystal Structures Property Prediction: Application to Thermal Ellipsoid Estimation2025Quotient Complex Transformer (QCformer) for Perovskite Data Analysis2025