Teaching
Data Science ITWS - 4350/6350
Data Analytics ITWS - 4600/6600
Xinformatics ITWS - 4400/6400
Software Development ITWS - 6700
Publications
Muscente, A. D., Bykova, N., Boag, T. H., Buatois, L. A., Mángano, M. G., Eleish, A., ... & Knoll, A. H. (2019). Ediacaran biozones identified with network analysis provide evidence for pulsed extinctions of early complex life. Nature communications, 10(1), 911.
Muscente, A. D., Prabhu, A., Zhong, H., Eleish, A., Meyer, M. B., Fox, P., ... & Knoll, A. H. (2018). Quantifying ecological impacts of mass extinctions with network analysis of fossil communities. Proceedings of the National Academy of Sciences, 115(20), 5217-5222.
Morrison, S. M., Liu, C., Eleish, A., Prabhu, A., Li, C., Ralph, J., ... & Hazen, R. M. (2017). Network analysis of mineralogical systems. American Mineralogist, 102(8), 1588-1596.
Morrison, S. M., Downs, R. T., Blake, D. F., Prabhu, A., Eleish, A., Vaniman, D. T., ... & Craig, P. I. (2018). Relationships between unit-cell parameters and composition for rock-forming minerals on Earth, Mars, and other extraterrestrial bodies. American Mineralogist, 103(6), 848-856.
Liu, C., Eleish, A., Hystad, G., Golden, J. J., Downs, R. T., Morrison, S. M., ... & Hazen, R. M. (2018). Analysis and visualization of vanadium mineral diversity and distribution. American Mineralogist, 103(7), 1080-1086.
Hummer, D. R., Golden, J. J., Hystad, G., Downs, R. T., Eleish, A., Liu, C., ... & Hazen, R. M. (2022). Evidence for the oxidation of Earth’s crust from the evolution of manganese minerals. Nature Communications, 13(1), 960.
Grew, E. S., Hystad, G., Toapanta, M. P., Eleish, A., Ostroverkhova, A., Golden, J., & Hazen, R. M. (2019). Lithium mineral evolution and ecology: comparison with boron and beryllium. European Journal of Mineralogy, 31(4), 755-774.
Hystad, G., Eleish, A., Hazen, R. M., Morrison, S. M., & Downs, R. T. (2019). Bayesian estimation of Earth’s undiscovered mineralogical diversity using noninformative priors. Mathematical Geosciences, 51(4), 401-417.
Ma, X., West, P., Zednik, S., Erickson, J., Eleish, A., Chen, Y., ... & Fox, P. (2017). Weaving a knowledge network for deep carbon science. Frontiers in Earth Science, 5, 36.