Shakya A., & Karki, B.B. (2025). Weakly supervised graph neural networks for scalable
3D phase segmentation in molecular dynamics simulations. Proceedings of the 17th International
Joint Conference on Knowledge Discovery, Knowledge Engineering and Knowledge Management
(IC3K 2025) - Volume 1: KDIR, pages 302-312.
Karki, B.B., Jackson, C., Mallick, E., Shakya, A., Ghosh, D.B., & Morra, G. (2025).
A comparative study of nitrogen incorporation in silicate, metallic, and bulk earth
melts at high pressure. Earth and Planetary Science Letters, 671, 119653.
B. Ghosh, D., B. Karki, B., & Wang, J. (2025). Speciation and diffusive dynamics in
hydrated grain boundaries of complex oxide Gd2Ti2O7. Physics and Chemistry of Minerals,
52(1), 6.
Karki, B. B., & Shakya, A. (2024). Deep neural network potentials for molecular dynamics
simulations of complex melt systems. AGU24.
Shakya, A., Ghosh, D. B., Jackson, C., Morra, G., & Karki, B. B. (2024). Insights
into core-mantle differentiation from bulk Earth melt simulations. Scientific Reports,
14(1), 18739.
Ranjit, S., Zhang, J., & Karki, B. B. (2024). Improved Polyp Segmentation of Irregular
Shapes in Colonoscopy Images. In 2024 IEEE World AI IoT Congress (AIIoT) (pp. 380-386).
IEEE.
Gyawali, D., Zhang, J., & Karki, B. B. (2024). Region-Transformer: Self-Attention
Region Based Class-Agnostic Point Cloud Segmentation. arXiv preprint arXiv:2403.01407.
Karki, B. B., Ghosh, D. B., Wang, J., & Karato, S. I. (2023). Crystal–melt interfaces
in Mg2SiO4 at high pressure: structural and energetics insights from first-principles
simulations. Physics and Chemistry of Minerals, 50(4), 31.
Banjara, D., Ghosh, D. B., & Karki, B. B. (2023). First-principles simulations of
liquid iron-heavy element alloys at high pressure. Physics of the Earth and Planetary
Interiors, 337, 107008.
Bajgain, S.K., Ashley, A.W., Mookherjee, M., Ghosh, D.B., & Karki, B.B. (2022). Insights
into magma ocean dynamics from the transport properties of basaltic melt. Nature communications,
13(1), 7590.
2022: AGU Fellow, American Geophysical Union
2015: Excellence in Refereeing, AGU Editor's Citation
2012: JSPS Fellowship, Japan Society for Promotion of Science
2010: LSU Rainmakers Faculty Mid-Career Scholar Award
2009: JMGM Graphics Prize, Elsevier and Molecular Graphics Modeling Society
2021-2025: NASA Emerging Worlds, PI: Bijaya B. Karki, $256,821.
2020-2025: CSEDI Collaborative, PI: Bijaya B. Karki, $183,998.
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