Materials and Megabytes

Materials and Megabytes

Exploring the development of machine learning for materials science, physics, and chemistry applications through conversation with researchers at the forefront of this growing interdisciplinary field. Brought to you in collaboration by the Stanford Mat…


Paper Interview - Learning from Failure: Predicting Electronic Structure Calculation Outcomes with Machine Learning Models
Jan 13 • 22 min
We discuss the paper Learning from Failure: Predicting Electronic Structure Calculation Outcomes with Machine Learning Models with the author Prof. Heather J. Kulik.
Paper interview - Screening billions of candidates for solid lithium-ion conductors: A transfer learning approach for small data
Sep 14, 2019 • 23 min
Screening billions of candidates for solid lithium-ion conductors: A transfer learning approach for small data with the authors Dr. Ekin Dogus Cubuk and Dr. Austin D. Sendek.
Turab Lookman (Season 2, Ep.4)
Apr 9, 2019 • 18 min
Our guest on this episode is Dr. Turab Lookman from Los Alamos National Laboratory.
Patrick Riley (Season 2, Ep. 3)
Feb 15, 2019 • 24 min
Our guest on this episode is Dr. Patrick Riley from Google Accelerated Science.
O. Anatole von Lilienfeld (Season 2, Ep. 2)
Jan 25, 2019 • 22 min
Our guest for this episode is Prof. Dr. O. Anatole von Lilienfeld from University of Basel.
Gábor Csányi (Season 2, Ep. 1)
Jan 24, 2019 • 40 min
Our guest on this episode is Professor Gábor Csányi from the University of Cambridge.
Evan J. Reed (Season 1, Ep. 3)
Jul 3, 2018 • 19 min
Our guest on this episode is Professor Evan J. Reed from Stanford University.
Ekin Dogus Cubuk (Season 1, Ep. 2)
Jul 2, 2018 • 28 min
Our guest on this episode is Dr. Ekin Doğuş Çubuk from Google Brain.
Kieron Burke (Season 1, Ep. 1)
Jul 1, 2018 • 14 min
Our guest on this episode is Professor Kieron Burke from the University of California, Irvine.
Introduction (Season 1, Ep. 0)
Jun 30, 2018 • 2 min
Start here for a brief introduction to this podcast!