Sadman Sadeed Omee

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 10

Top Topics

Graph Properties

Genetic Algorithm

Top Venues

Mach. Learn. Sci. Technol.

J. Chem. Inf. Model.

Publications

Sadman Sadeed Omee, Nihang Fu, Rongzhi Dong, Ming Hu, Jianjun Hu
Structure-based out-of-distribution (OOD) materials property prediction: a benchmark study. CoRR (2024)
Qin Li, Nihang Fu, Sadman Sadeed Omee, Jianjun Hu
MD-HIT: Machine learning for materials property prediction with dataset redundancy control. CoRR (2023)
Qinyang Li, Rongzhi Dong, Nihang Fu, Sadman Sadeed Omee, Lai Wei, Jianjun Hu
Global Mapping of Structures and Properties of Crystal Materials. J. Chem. Inf. Model. 63 (12) (2023)
Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
Material transformers: deep learning language models for generative materials design. Mach. Learn. Sci. Technol. 4 (1) (2023)
Sadman Sadeed Omee, Lai Wei, Jianjun Hu
Crystal structure prediction using neural network potential and age-fitness Pareto genetic algorithm. CoRR (2023)
Sadman Sadeed Omee, Steph-Yves M. Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, Jianjun Hu
Scalable deeper graph neural networks for high-performance materials property prediction. Patterns 3 (5) (2022)
Daniel Varivoda, Rongzhi Dong, Sadman Sadeed Omee, Jianjun Hu
Materials Property Prediction with Uncertainty Quantification: A Benchmark Study. CoRR (2022)
Nihang Fu, Lai Wei, Yuqi Song, Qinyang Li, Rui Xin, Sadman Sadeed Omee, Rongzhi Dong, Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
Materials Transformers Language Models for Generative Materials Design: a benchmark study. CoRR (2022)
Sadman Sadeed Omee, Steph-Yves M. Louis, Nihang Fu, Lai Wei, Sourin Dey, Rongzhi Dong, Qinyang Li, Jianjun Hu
Scalable deeper graph neural networks for high-performance materials property prediction. CoRR (2021)
Jianjun Hu, Stanislav Stefanov, Yuqi Song, Sadman Sadeed Omee, Steph-Yves M. Louis, Edirisuriya M. Dilanga Siriwardane, Yong Zhao
MaterialsAtlas.org: A Materials Informatics Web App Platform for Materials Discovery and Survey of State-of-the-Art. CoRR (2021)