The Astrophysics Podcast cover logo

Dr. Ashley Villar -- Big Data in Astrophysics

1h 3m · The Astrophysics Podcast · 01 Apr 04:01

Astronomers deal with huge datasets, and they are about to get even bigger with the construction of the Vera Rubin Observatory. When you can detect a million supernovae per year, how do we make sense of this data and decide which ones are the "most interesting" to study? Professor Ashley Villar at the Center for Astrophysics | Harvard & Smithsonian has made her career out of developing machine learning techniques to answer this very question.

The episode Dr. Ashley Villar -- Big Data in Astrophysics from the podcast The Astrophysics Podcast has a duration of 1:03:06. It was first published 01 Apr 04:01. The cover art and the content belong to their respective owners.

More episodes from The Astrophysics Podcast

Dr. Yuan Li -- Our Turbulent Universe

What is turbulence? You've probably experienced it before on a plane (or perhaps on a river) but you might not know precisely what it is. But turbulence is all around us, and in particular we find it on some of the largest scales in the universe. Professor Yuan Li talks about turbulence and also a little unrelated bit about Mira, an unusual star with a tail!

Dr. Ashley Villar -- Big Data in Astrophysics

Astronomers deal with huge datasets, and they are about to get even bigger with the construction of the Vera Rubin Observatory. When you can detect a million supernovae per year, how do we make sense of this data and decide which ones are the "most interesting" to study? Professor Ashley Villar at the Center for Astrophysics | Harvard & Smithsonian has made her career out of developing machine learning techniques to answer this very question.

Dr. Francis Timmes -- Pulsing White Dwarfs, Neutrinos, and the Infrastructure of Research

What are neutrinos and where do they come from? How do we knw what's going on in the interior of a star when we can only see the surface? How does a paper get accepted into a scientific journal? We discuss these questions and more with Frank Timmes, professor at Arizona State University and Associate Editor-in-Chief of a number of scientific journals run by the American Astronomical Society.

Dr. Erica Nelson -- Watching the First Galaxies Form

How did the galaxies form and how can we learn about them? Professor Erica Nelson of the University of Colorado, Boulder tells us how we use the James Webb Space Telescope (JWST) to look back in time and learn about the initial formation of structure in the universe.

Dr. Abigail Polin -- A New Type of Supernova

How do stars explode? It turns out there's more than one way, and Professor Abigail Polin has discovered a totally new way that stars can end their lives. We talk with Professor Polin about how that works and how scientists look at a supernova to figure out what caused the explosion.

Every Podcast » The Astrophysics Podcast » Dr. Ashley Villar -- Big Data in Astrophysics