Shirley Ho
Shirley Ho is an American cosmologist and astrophysicist, currently at the Center for Computational Astrophysics (Flatiron Institute) in NYC and at the Carnegie Mellon University.[1][2] She obtained her Bachelor of Arts at University of California, Berkeley with highest honors in Computer Science and Physics in 2004, and her Ph.D. at Princeton University in 2008, with David Spergel acting as advisor. She significantly contributed to the development of several fields, including: cosmic microwave background,[3] cosmological models, dark energy, dark matter,[4][5] spatial distribution of galaxies and quasars,[6] Baryon Acoustic Oscillations,[7][8] cosmological simulations[9] and applications of machine learning to cosmology.[10][11] More recently, Shirley Ho has led her team on a series of papers on accelerating simulations using modern deep learning techniques.[12][13][14]
Shirley Ho | |
---|---|
Alma mater | University of California, Berkeley, Princeton University |
Known for | CMB, dark matter, dark energy, BAO, Machine Learning in Astrophysics |
Scientific career | |
Fields | Astrophysics, Cosmology |
Institutions | Flatiron Institute, Carnegie Mellon University,New York University |
Thesis | Baryons, Universe and Everything Else in Between |
Doctoral advisor | David Spergel |
Website | https://users.flatironinstitute.org/~sho/index.html |
Education
After having completed a Bachelor of Arts (with Highest Honors) in Physics and Computer Science at the University of California at Berkeley, Shirley Ho moved to Princeton University to pursue her Ph.D. at the Department of Astrophysical Sciences of Princeton University, between 2004 and 2008.[1][15] Astrophysicist and cosmologist David Spergel was her advisor. In 2008 she obtained her Doctorate in Astrophysical Sciences, with a Thesis entitled "Baryons, Universe and Everything Else in Between".[1]
Career
After her Ph.D., she moved to the Lawrence Berkeley National Laboratory between 2008 and 2012, in a postdoctoral position as a Chamberlain and Seaborg Fellow.[1] Later on, she moved to the Carnegie Mellon University, first as an assistant professor and then as an associate professor in Physics. Shirley Ho became the Cooper-Siegel Chair Professor in 2015 at Carnegie Mellon University.[16] In 2016, Shirley Ho joined Lawrence Berkeley National Laboratory as a Senior Scientist while being on leave from Carnegie Mellon University. In 2018, Shirley Ho joined the Simons Foundation as leader of the Cosmology X Data Science group[17] at Center for Computational Astrophysics (CCA) at the Flatiron Institute[18] in NYC.
Prizes
Shirley Ho won several prizes for her significant contributions to the fields of cosmology and astrophysics. The list includes:
References
- "Shirley Ho". Simons Foundation. 2017-10-06. Retrieved 2020-09-13.
- "Homepage of Shirley Ho". users.flatironinstitute.org. Retrieved 2020-09-13.
- Ho, Shirley; Hirata, Christopher; Padmanabhan, Nikhil; Seljak, Uros; Bahcall, Neta (2008-08-01). "Correlation of CMB with large-scale structure. I. Integrated Sachs-Wolfe tomography and cosmological implications". Physical Review D. 78 (4): 043519. arXiv:0801.0642. Bibcode:2008PhRvD..78d3519H. doi:10.1103/PhysRevD.78.043519. ISSN 1550-7998. S2CID 38383124.
- Vagnozzi, Sunny; Giusarma, Elena; Mena, Olga; Freese, Katherine; Gerbino, Martina; Ho, Shirley; Lattanzi, Massimiliano (2017-12-01). "Unveiling $\ensuremath{\nu}$ secrets with cosmological data: Neutrino masses and mass hierarchy". Physical Review D. 96 (12): 123503. doi:10.1103/PhysRevD.96.123503. S2CID 119521570.
- Ho, Shirley; Dedeo, Simon; Spergel, David (2009-03-01). "Finding the Missing Baryons Using CMB as a Backlight". arXiv:0903.2845 [astro-ph.CO].
- Ho, Shirley; Cuesta, Antonio; Seo, Hee-Jong; de Putter, Roland; Ross, Ashley J.; White, Martin; Padmanabhan, Nikhil; Saito, Shun; Schlegel, David J.; Schlafly, Eddie; Seljak, Uros (2012-12-01). "Clustering of Sloan Digital Sky Survey III Photometric Luminous Galaxies: The Measurement, Systematics, and Cosmological Implications". The Astrophysical Journal. 761 (1): 14. arXiv:1201.2137. Bibcode:2012ApJ...761...14H. doi:10.1088/0004-637X/761/1/14. S2CID 15716313.
- Anderson, Lauren; Aubourg, Éric; Bailey, Stephen; Beutler, Florian; Bhardwaj, Vaishali; Blanton, Michael; Bolton, Adam S.; Brinkmann, J.; Brownstein, Joel R.; Burden, Angela; Chuang, Chia-Hsun (2014-06-11). "The clustering of galaxies in the SDSS-III Baryon Oscillation Spectroscopic Survey: baryon acoustic oscillations in the Data Releases 10 and 11 Galaxy samples". Monthly Notices of the Royal Astronomical Society. 441 (1): 24–62. arXiv:1312.4877. Bibcode:2014MNRAS.441...24A. doi:10.1093/mnras/stu523. ISSN 0035-8711. S2CID 5011077.
- Vargas-Magaña, Mariana; Ho, Shirley; Cuesta, Antonio J.; O'Connell, Ross; Ross, Ashley J.; Eisenstein, Daniel J.; Percival, Will J.; Grieb, Jan Niklas; Sánchez, Ariel G.; Tinker, Jeremy L.; Tojeiro, Rita (2018-06-11). "The clustering of galaxies in the completed SDSS-III Baryon Oscillation Spectroscopic Survey: theoretical systematics and Baryon Acoustic Oscillations in the galaxy correlation function". Monthly Notices of the Royal Astronomical Society. 477 (1): 1153–1188. arXiv:1610.03506. Bibcode:2018MNRAS.477.1153V. doi:10.1093/mnras/sty571. ISSN 0035-8711. S2CID 54838269.
- "The first AI universe sim is fast and accurate and its creators don't know how it works". ScienceDaily. Retrieved 2020-09-13.
- He, Siyu; Li, Yin; Feng, Yu; Ho, Shirley; Ravanbakhsh, Siamak; Chen, Wei; Póczos, Barnabás (2019-07-09). "Learning to predict the cosmological structure formation". Proceedings of the National Academy of Sciences. 116 (28): 13825–13832. arXiv:1811.06533. Bibcode:2019PNAS..11613825H. doi:10.1073/pnas.1821458116. ISSN 0027-8424. PMC 6628645. PMID 31235606.
- Wadekar, Digvijay; Villaescusa-Navarro, Francisco; Ho, Shirley; Perreault-Levasseur, Laurence (2020-07-27). "HInet: Generating neutral hydrogen from dark matter with neural networks". arXiv:2007.10340 [astro-ph.CO].
- Tamayo, Daniel; Cranmer, Miles; Hadden, Samuel; Rein, Hanno; Battaglia, Peter; Obertas, Alysa; Armitage, Philip J.; Ho, Shirley; Spergel, David N.; Gilbertson, Christian; Hussain, Naireen (2020-08-04). "Predicting the long-term stability of compact multiplanet systems". Proceedings of the National Academy of Sciences. 117 (31): 18194–18205. arXiv:2007.06521. Bibcode:2020PNAS..11718194T. doi:10.1073/pnas.2001258117. ISSN 0027-8424. PMC 7414196. PMID 32675234.
- Cranmer, Miles; Sanchez-Gonzalez, Alvaro; Battaglia, Peter; Xu, Rui; Cranmer, Kyle; Spergel, David; Ho, Shirley (2020-06-19). "Discovering Symbolic Models from Deep Learning with Inductive Biases". arXiv:2006.11287 [cs.LG].
- Yip, Jacky H. T.; Zhang, Xinyue; Wang, Yanfang; Zhang, Wei; Sun, Yueqiu; Contardo, Gabriella; Villaescusa-Navarro, Francisco; He, Siyu; Genel, Shy; Ho, Shirley (2019-10-17). "From Dark Matter to Galaxies with Convolutional Neural Networks". arXiv:1910.07813 [astro-ph.CO].
- University, Carnegie Mellon. "Shirley Ho - Department of Physics - Carnegie Mellon University". www.cmu.edu. Retrieved 2020-09-13.
- University, Carnegie Mellon. "Physicist Shirley Ho Receives Cooper-Siegel Professorship - Mellon College of Science - Carnegie Mellon University". www.cmu.edu. Retrieved 2020-10-30.
- https://www.simonsfoundation.org/flatiron/center-for-computational-astrophysics/cosmology-x-data-science/
- https://www.nytimes.com/2016/11/22/science/flatiron-institute-james-simons-foundation.html
- "OYRA Award (MACRONIX PRIZE) | OCPA". Retrieved 2020-09-13.
- University, Carnegie Mellon (January 2015). "Shirley Ho Wins Carnegie Science Award - Department of Physics - Carnegie Mellon University". www.cmu.edu. Retrieved 2020-09-13.