Michelle Ntampaka
- The Role of Machine Learning in the Next Decade of Cosmology
2019/02/26 by Michelle Ntampaka, Camille Avestruz, Ntampaka, Michelle +57 · 2 citations
Physics and Astronomy · #Astronomy and Astrophysical Research #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena #Gamma-ray bursts and supernovae #Instrumentation and Methods for Astrophysics (astro-ph.IM)
- Predicting the impact of feedback on matter clustering with machine learning in CAMELS
2023/01/05 by Ana Maria Delgado, Daniel Anglés‐Alcázar, Delgado, Ana Maria +16 · 3 citations
Computer Science · Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysics of Galaxies (astro-ph.GA) #Computational Physics and Python Applications #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Galaxies: Formation, Evolution, Phenomena
- Constructing Impactful Machine Learning Research for Astronomy: Best Practices for Researchers and Reviewers
2023/10/19 by Daniela Huppenkothen, Huppenkothen, D., Michelle Ntampaka +40 · 2 citations
Engineering · Physics and Astronomy · #Astronomy and Astrophysical Research #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #SAS software applications and methods
- LoVoCCS. II. Weak Lensing Mass Distributions, Red-Sequence Galaxy Distributions, and Their Alignment with the Brightest Cluster Galaxy in 58 Nearby X-ray-Luminous Galaxy Clusters
2024/02/15 by Shenming Fu, Ian Dell’Antonio, Fu, Shenming +65 · 1 citation
Physics and Astronomy · #Astronomy and Astrophysical Research #Astrophysical Phenomena and Observations #Astrophysics of Galaxies (astro-ph.GA) #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #Stellar, planetary, and galactic studies
- Hydroxyl Lines and Moonlight: a High Spectral Resolution Investigation of NIR skylines from Maunakea to guide NIR spectroscopic surveys
2024/12/06 by Frederick Dauphin, Andreea Petric, Dauphin, Frederick +19 · 1 citation
Environmental Science · #FOS: Physical sciences #Impact of Light on Environment and Health #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Remote Sensing and LiDAR Applications #Remote Sensing in Agriculture
- LoVoCCS. III. Third Generation Pipeline & The Hercules Supercluster
2026/07/17 by Anthony M. Englert, Shenming Fu, Ian Dell'Antonio +29
#astro-ph.GA #astro-ph.CO
- How to Craft the Right Language AI Policy For Your Research Group (Some Assembly Required)
2026/07/23 by Michelle Ntampaka, S. Burke-Spolaor, Ioana Ciucă +14
#astro-ph.IM #physics.soc-ph