Dec, 2024 | Do graph neural networks work for high-entropy alloys? [Paper] [Poster] | NeurIPS AI for Materials Workshop | Vancouver, BC, Canada |
Jul, 2024 | Chemistry-aware graph neural network for learning molecular mixture properties [PDF] | NIST AIMS Workshop | Rockville, MD, USA |
Dec, 2023 | Mitigating bias in scientific data: a materials science case study [Paper] [Poster] | NeurIPS AI for Science Workshop | New Orleans, LA, USA |
Dec, 2023 | Automated diffraction pattern analysis for identifying crystal systems using multiview opinion fusion machine learning [Paper] [Poster] | NeurIPS AI for Materials Workshop | New Orleans, LA, USA |
Nov, 2022 | Entropy-targeted active learning for materials data bias mitigation [Poster] [Spotlight] | CHiMaD Annual Meeting | Chicago, IL, USA |
Oct, 2020 | Autonomous phase diagram construction guided by active learning [Poster] | Forum of Materials Genome Engineering | Mianyang, China |
Nov, 2019 | Kinetics of phase distribution and phase separation of Cu–Cr–Co combinatorial multilayered thin films | Forum of Materials Genome Engineering | Kunming, China |