Deep Learning Classification in Asteroseismology
Hon, M.; Stello, D.; Yu, J..“Deep learning classification in asteroseismology”, 2017, MNRAS, 469, 4578.
CV
Education
- B.S. in GitHub, GitHub University, 2012
- M.S. in Jekyll, GitHub University, 2014
- Ph.D in Version Control Theory, GitHub University, 2018 (expected)
Work experience
- Summer 2015: Research Assistant
- Github University
- Duties included: Tagging issues
- Supervisor: Professor Git
- Fall 2015: Research Assistant
- Github University
- Duties included: Merging pull requests
- Supervisor: Professor Hub
Skills
- Skill 1
- Skill 2
- Sub-skill 2.1
- Sub-skill 2.2
- Sub-skill 2.3
- Skill 3
Publications
Deep learning classification in asteroseismology using an improved neural network: results on 15,000 Kepler red giants and applications to K2 and TESS data
Hon, M.; Stello, D.; Yu, J..“Deep learning classification in asteroseismology using an improved neural network: result on 15000 Kepler red giants and applications to K2 and TESS data”, 2018, MNRAS, 476, 3233.
Detecting Solar-like Oscillations in Red Giants with Deep Learning
Hon, M.; Stello, D.; Zinn, J..“Detecting Solar-like Oscillations in Red Giants with Deep Learning”, 2018, ApJ, 859, 64.
A Search for Red Giant Solar-like Oscillations in All Kepler Data
Hon, M.; Stello, D.; Garc ́ıa, R. A.; et al..“A search for red giant solar-like oscillations in all Kepler data”, 2019, MNRAS, 485, 5616
Asteroseismic Inference of Subgiant Evolutionary Parameters with Deep Learning
Hon, M.; Bellinger, E. P.; Hekker, S.; et al..“Asteroseismic inference of subgiant evolutionary parameters with deep learning”, 2019, MNRAS, 499, 2445
A ‘Quick Look’ at All-sky Galactic Archeology with TESS: 158,000 Oscillating Red Giants from the MIT Quick-look Pipeline
Hon, M.; Huber, D.; Kuszlewicz, J. S.; et al.. ”A ’Quick Look’ at All-Sky Galactic Archeology with TESS: 158,000 Oscillating Red Giants from the MIT Quick-Look Pipeline”, 2021, ApJ, 919, 131
HD-TESS, An Asteroseismic Catalog of Bright Red Giants within TESS Continuous Viewing Zones
Hon, M.; Kuszlewicz, J. S.; Huber, D.; et al.. ”HD-TESS: An Asteroseismic Catalog of Bright Red Giants within TESS Continuous Viewing Zones”, 2022, AJ, 164, 135
A close-in giant planet escaping engulfment by its star
Hon, M.; Huber, D.; Rui, N. Z. ; et al.. ”A close-in giant planet escaping engulfment by its star”, 2023, Nature, 618, 917
Talks
Talk 1 on Relevant Topic in Your Field
Talk at UC San Francisco, Department of Testing, San Francisco, California
Tutorial 1 on Relevant Topic in Your Field
Tutorial at UC-Berkeley Institute for Testing Science, Berkeley CA, USA
Talk 2 on Relevant Topic in Your Field
Talk at London School of Testing, London, UK
Conference Proceeding talk 3 on Relevant Topic in Your Field
Conference proceedings talk at Testing Institute of America 2014 Annual Conference, Los Angeles, CA
Teaching
Service and leadership
- Currently signed in to 43 different slack teams