Michelle Ntampaka

All papers authored by Michelle Ntampaka

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2020 Michelle Ntampaka

, Daniel J. Eisenstein, Sihan Yuan, Lehman H. Garrison

A Hybrid Deep Learning Approach to Cosmological Constraints from Galaxy Redshift Surveys

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2019 Matthew Ho

, Markus Michael Rau

, Michelle Ntampaka

, Arya Farahi

, Hy Trac

, Barnabás Póczos

A Robust and Efficient Deep Learning Method for Dynamical Mass Measurements of Galaxy Clusters

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Sheridan B. Green

, Michelle Ntampaka

, Daisuke Nagai

, Lorenzo Lovisari

, Klaus Dolag

, Dominique Eckert

, John A. ZuHone

Using X-Ray Morphological Parameters to Strengthen Galaxy Cluster Mass Estimates via Machine Learning

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Michelle Ntampaka

, Ken Rines, Hy Trac

Cluster Cosmology with the Velocity Distribution Function of the HeCS-SZ Sample

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Paul La Plante

, Michelle Ntampaka

Machine Learning Applied to the Reionization History of the Universe in the 21 cm Signal

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M. Ntampaka

, J. ZuHone, D. Eisenstein, D. Nagai

, A. Vikhlinin

, L. Hernquist

, F. Marinacci, D. Nelson, R. Pakmor, A. Pillepich

, P. Torrey, M. Vogelsberger

A Deep Learning Approach to Galaxy Cluster X-Ray Masses

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2017 M. Ntampaka

, H. Trac, J. Cisewski, L. C. Price

The Velocity Distribution Function of Galaxy Clusters as a Cosmological Probe

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2016 M. Ntampaka

, H. Trac

, D. J. Sutherland, S. Fromenteau

, B. Póczos, J. Schneider

Dynamical Mass Measurements of Contaminated Galaxy Clusters Using Machine Learning

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2015 M. Ntampaka

, H. Trac, D. J. Sutherland, N. Battaglia, B. Póczos, J. Schneider

A Machine Learning Approach for Dynamical Mass Measurements of Galaxy Clusters

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All papers authored by Michelle Ntampaka