| Text to Band Gap: Pre-trained Language Models as Encoders for Semiconductor Band Gap Prediction | Jan 7, 2025 | Band GapFeature Engineering | CodeCode Available | 0 |
| Predicting band gap from chemical composition: A simple learned model for a material property with atypical statistics | Jan 6, 2025 | Band Gap | —Unverified | 0 |
| AI-driven Inverse Design of Band-Tunable Mechanical Metastructures for Tailored Vibration Mitigation | Dec 3, 2024 | Band Gap | —Unverified | 0 |
| Graph Transformer Networks for Accurate Band Structure Prediction: An End-to-End Approach | Nov 25, 2024 | Band Gap | —Unverified | 0 |
| Assessing data-driven predictions of band gap and electrical conductivity for transparent conducting materials | Nov 21, 2024 | Band GapProperty Prediction | —Unverified | 0 |
| Energy-GNoME: A Living Database of Selected Materials for Energy Applications | Nov 15, 2024 | Band GapComputational chemistry | —Unverified | 0 |
| Rethinking Gradient-Based Methods: Multi-Property Materials Design Beyond Differentiable Targets | Oct 11, 2024 | Band GapBayesian Optimization | CodeCode Available | 0 |
| Evaluating the Performance and Robustness of LLMs in Materials Science Q&A and Property Predictions | Sep 22, 2024 | Band GapIn-Context Learning | —Unverified | 0 |
| Phononic materials with effectively scale-separated hierarchical features using interpretable machine learning | Aug 15, 2024 | Band GapInterpretable Machine Learning | —Unverified | 0 |
| Enhancing material property prediction with ensemble deep graph convolutional networks | Jul 26, 2024 | Band GapFormation Energy | —Unverified | 0 |
