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Website Introduction
Eric Gentry Data Science
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Just had my first day at Microsoft in Sunnyvale as a fulltime data + machine learning scientist. Looking forward to this new phase of my career!
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Successfully defended my thesis today! Still have some revisions to factor in, and I want to get another paper submitted before graduation, but it’s nice to have the title of Doctor.
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My most recent paper has been submitted to MNRAS and is now up on the arXiv:
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I’m excited to say that I’ll be in Bellevue, WA this summer, working at Microsoft as a Data Science Intern.
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For summer 2017 I’ll be working at LendUp, a FinTech startup in San Francisco. I’ll be doing very little astronomy June-Sept 2017, but I’ll get back into during fall 2017.
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Starting this spring I’ll be working Prof Alexie Leauthaud to use deep learning tools to better identify dwarf galaxies in the Hyper Suprime Cam (HSC) survey. When that survey’s completed, it’s expected to have >500 TB of imaging data, so our project is going to have to be pretty smart and efficient about how to get the best results in a reasonable amount of time. Right now the plan is to start with some “simpler” machine learning algorithms (like Random Forests) to filter out the objects that clearly aren’t the right type of galaxies, and then use multi-layered convolutional neural nets for our final classification.
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arXiv version: https://arxiv.org/abs/1606.01242
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In January 2016 I started working with Professor Piero Madau. To begin, I’ll be continuing the worked I started with Mark Krumholz, creating better models of SNe feedback.
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Recently my paper on the emission mechanisms within Pictor A’s jet was accepted for publication by the Astrophysical Journal, and subsequently hit the arXiv. In short, we used the Hubble Space Telescope to collect data which showed that the observed X-ray emission couldn’t be produced through relativistically boosted inverse Compton scattering of the Cosmic Microwave Background (boosted IC-CMB).
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The first quarter is over, my time as a Teaching Assistant has come to a close, so now it’s time to focus more on my research. With that has come a change in projects.
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In October, I’ll be entering the University of California at Santa Cruz, to start a PhD program in Astronomy and Astrophysics.
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Graduated from MIT with a BS in Physics!
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Building a 3D CAD model of an existing dark matter detection chamber
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Calibrating the power and spectrum of an X-ray source used for nuclear fusion experiments
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Measuring the amount and movement of trace gases in our atmosphere
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Designing a new class of X-ray telescopes
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Observation study of the galactic scale jet launched by the supermassive black hole in Pictor A
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1D and 3D distributed simulations measure the strength of multiple, colliding shock waves from exploding stars
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Creating artificial galaxy images using conditional Generative Adversarial Networks
Published in The Astrophysical Journal, 2015
Observational study of the galactic-scale jet from Pictor A’s AGN
Recommended citation: Gentry, Eric S., Marshall, Herman L., Hardcastle, Martin J., et al. 2015, ApJ 808 92 https://ui.adsabs.harvard.edu/abs/2015ApJ...808...92G/abstract
Published in Monthly Notices of the Royal Astronomical Society, 2016
1D hydrodynamic simulations show that setting of multiple SNe results in a non-linear increase in blast wave strength
Recommended citation: Gentry, Eric S., Krumholz, Mark R., Dekel Avishai., Madau Piero, 2017, MNRAS, 465, 2471 https://ui.adsabs.harvard.edu/abs/2017MNRAS.465.2471G/abstract
Published in Monthly Notices of the Royal Astronomical Society, 2018
3D simulations of clustered SNe shock waves indicate the true strength of these combined blasts remains unknown
Recommended citation: Gentry Eric S., Krumholz Mark R., Madau Piero, Lupi Alessandro, 2019, MNRAS, 483, 3647 https://ui.adsabs.harvard.edu/#abs/2019MNRAS.483.3647G/abstract
Published in Monthly Notices of the Royal Astronomical Society, 2019
1D simulations of multiple, clustered SNe can provide a test for subgrid SN feedback models tuned for single, isolated SNe
Recommended citation: Gentry Eric S., Madau Piero, Krumholz Mark R., 2020, MNRAS, 492, 1243 https://ui.adsabs.harvard.edu/abs/2020MNRAS.492.1243G/abstract
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This is a description of your talk, which is a markdown files that can be all markdown-ified like any other post. Yay markdown!
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This is a description of your conference proceedings talk, note the different field in type. You can put anything in this field.
High School Enrichment Program, MIT Educational Studies Program, 2012
This class was co-taught — I only have notes from my half of the class (1 of the 2 hours each week), and I am missing classes 1 and 3. 🙁
High School Enrichment Program, MIT Educational Studies Program, 2013
Taught multiple times, focusing on different topics each year. Most complete lecture notes are posted as an overview.