Nima Shoghi
Publications by Year
Research Areas
Machine Learning in Materials Science, Topic Modeling, Electrocatalysts for Energy Conversion, Advanced Photocatalysis Techniques, Catalytic Processes in Materials Science
Most-Cited Works
- → The Open Catalyst 2022 (OC22) Dataset and Challenges for Oxide Electrocatalysts(2023)267 cited
- → Open Challenges in Developing Generalizable Large-Scale Machine-Learning Models for Catalyst Discovery(2022)64 cited
- → Transfer learning using attentions across atomic systems with graph neural networks (TAAG)(2022)33 cited
- → From Molecules to Materials: Pre-training Large Generalizable Models for Atomic Property Prediction(2023)21 cited