An Evaluation of Autoencoder Based Models for Galaxy Deblending

Authors: Saahir Narang, Sanika Nandpure, and Trang Hoang

Journal: Research Notes of the AAS

Year: 2025

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The Application of Machine Learning to AGN Classification

Authors: Vivek Abraham, Joel Deville, and Garv Kinariwala

Journal: Journal of Undergraduate Research in Physics and Astronomy

Year: 2024

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Modern Methodologies in Machine Learning-Based Classification of Variable Stars

Authors: Anjie Liu and Jasmine C. Xu

Journal: Journal of Undergraduate Research in Physics and Astronomy

Year: 2024

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An Analysis of Blue Straggler Stars in Open Clusters

Authors: Andrew Harvey, Yuvraj Sahu, and Elijah Flores

Journal: Research Notes of the AAS

Year: 2024

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Enhancing Stellar Temperature Estimation through Machine Learning and Multifaceted Data Exploration

Authors: Siddhi Bansal, Phillip Phan, and Zayaan Rahman

Journal: Research Notes of the AAS

Year: 2024

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Machine Learning-based Classification of Variable Stars

Authors: Anjie Liu and Jasmine C. Xu

Journal: Research Notes of the AAS

Year: 2024

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Classifying Emission-line Galaxies Using a Dense Neural Network and Support Vector Machine

Authors: Ayan Gupta, Jazhiel Segura-Monroy, and Yash Totlani

Journal: Research Notes of the AAS

Year: 2024

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The Application of Machine Learning to Quasar and Seyfert Classification

Authors: Vivek Abraham, Joel Deville, and Garv Kinariwala

Journal: Research Notes of the AAS

Year: 2024

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Comparison of Convolutional Neural Networks and Random Forest Classifiers for Strong Gravitational Lens Identification

Authors: Maadhav Kothuri, Surain Saigal, and Sasidhar Ayyalasomayajula

Journal: Research Notes of the AAS

Year: 2024

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Deep Learning and Morphology across Redshifts

Authors: Sanchith Shanmuga, Soham Patel, and Shyamal Mitra (Mentor)

Journal: Journal of Student Research

Year: 2023

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The Study of Quasar Clustering at Low Redshifts

Authors: Jose Ordonez and Carolyn Stripling

Journal: Research Notes of the AAS

Year: 2022

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Approximating Stellar Metallicity Using Photometric Machine Learning

Authors: Rik Ghosh and Soham Saha

Journal: Research Notes of the AAS

Year: 2022

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Detection and Analysis of Galaxy Clusters Via a Hierarchical Algorithmic Approach

Authors: Samantha Liu, Pranav Eswaran, and Shyamal Mitra (Mentor)

Journal: Journal of Student Research

Year: 2021

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The Study of Mass to Light Ratios in Cluster of Galaxies

Authors: Henry A. Long, Parth Dave, Pierce Affleck, and Srivats Parimal

Journal: Research Notes of the AAS

Year: 2021

Link to paper