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How do scientists discover space objects that might impact the Earth? Can objects and their orbits be identified entirely by machine learning techniques? We welcome the science advisor to the film "Don't Look Up!" and head of NASA's NEOWISE mission Dr. Amy Mainzer, as well as the discoverer of Comet C/2020 T2 and deep learning expert Dr. Dmitry Duev. Join us for a night of astronomy, drinks, and pub trivia! Timestamps below:
00:00 Announcements
05:38 Introduction to Asteroids Presentation
06:57 Asteroids Presentation
22:30 Q&A on Asteroids Presentation
39:07 Introduction to Machine Learning Presentation
40:07 Machine Learning Presentation
57:24 Q&A on Machine Learning Presentation
1:09:02 Pub Trivia Start
1:11:02 Trivia: Where did JWST arrive today?
1:17:22 Trivia:What was the first discovered retrograde asteroid?
1:22:06 Trivia:What feature defines the Prime Meridian of Mars?
1:26:44 Trivia:How many transient event alerts does ZTF create daily?
1:30:40 Trivia:What sometimes accompanies solar flares?
1:36:50 Trivia:How might we redirect asteroids?
1:45:11 Trivia: What is the most volcanic location in the Solar System?
1:51:06 Concluding remarks
Participants:
Dr. Amy Mainzer is a Professor in the Lunar and Planetary Laboratory at the University of Arizona and one of the world's leading scientists in asteroid detection and planetary defense. As principal investigator of NASA's Near-Earth Object Wide-field Infrared Survey Explorer (NEOWISE) mission, Dr. Mainzer has overseen the largest space-based asteroid-hunting project in history. Dr. Mainzer’s research focuses on characterizing the populations of asteroids and comets through statistical measurements of their sizes, orbits, albedos, and rotational states; she also has studied brown dwarfs, ice giant planets, and star forming regions. Dr. Mainzer has received numerous awards and accolades for her research, including the NASA Exceptional Public Service Medal and NASA Exceptional Scientific Achievement Medal. She is the former chair of the American Astronomical Society's Division for Planetary Sciences. Lastly, Dr. Mainzer has acted as science consultant for the PBS kids show "Ready, Jet, Go!" as well as the Netflix film "Don't Look Up!". en.wikipedia.org/wiki/Amy_Mainzer
Dr. Dmitry Duev is an astrophysical researcher and data scientist currently employed at the machine learning startup Weights and Biases. Dr. Duev spent his early career working in radio astronomy and tracking satellites with Very Long Baseline Interferometry (VLBI) at JIVE in the Netherlands. He joined Caltech in 2015, where he pivoted towards using machine learning techniques on large astronomical surveys like the Zwicky Transient Facility (ZTF). Over the last 6 years at Caltech, he led the development of machine-learning tools responsible for the discovery of over 100 near-earth asteroids and comet C/2020 T2, the first AI-assisted cometary discovery in history. He now focuses on applying deep learning techniques to a more broad set of problems in industry. duev.space/
Dr. Cameron Hummels is a postdoctoral researcher in theoretical astrophysics at Caltech. He creates supercomputer simulations to study the formation and evolution of galaxies since the Big Bang. In addition to astrophysics and public education, he is really enthusiastic about trail-running, Death Valley, long-distance backpacking, brewing, chess, and the astronaut program. chummels.org