ОБ ЭТОМ ПОДКАСТЕ 🔗
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 Materials Computation and Theory Group and Qian Yang's lab at the University of Connecticut.
Частота обновления:
every 51 days
Средняя продолжительность аудио:
22 minutes
английский
США
10 серий
с 30 июня 2018 г.
episodic
ПОСЛЕДНИЙ ЭПИЗОД 🔗
We discuss the paper Learning from Failure: Predicting Electronic Structure Calculation Outcomes with Machine Learning Models with the author Prof. Heather J. Kulik.Papers discussed in this episode:
(Main discussion) Duan, C.; Janet, J. P.; Liu, F.; Nandy, A.; Kulik, H. J. Learning from Failure: P…
ПОИСК ПРОШЛЫХ ЭПИЗОДОВ
Искать прошлые эпизоды Materials and Megabytes.
ПРЕДЫДУЩИЕ ЭПИЗОДЫ 🔗
We discuss the paper 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.Papers discussed in the episode:
Cubuk, E. D.; Sendek, A. D.; Reed, E. J. Screening Billions of Candida…
Our guest on this episode is Dr. Turab Lookman from Los Alamos National Laboratory. The interview took place at the 2018 MRS Fall meeting.Relevant papers:
Gubernatis, J. E.; Lookman, T., Machine Learning in Materials Design and Discovery: Examples from the Present and Suggestions for the Future. P…
Our guest on this episode is Dr. Patrick Riley from Google Accelerated Science.Some relevant papers and links:
Riley, P., Practical advice for analysis of large, complex data sets. The Unofficial Google Data Science Blog, www.unofficialgoogledatascience.com/2016/10/practical-advice-for-analysis-of…
Our guest for this episode is Prof. Dr. O. Anatole von Lilienfeld from the University of Basel.Some relevant papers:
Huang, B., and von Lilienfeld, O. A., The ‘DNA’ of Chemistry: Scalable Quantum Machine Learning with ‘Amons.’ arXiv:1707.04146, (2017)
Ramakrishnan, R., Dral, P. O., Rupp, M., and v…
Our guest on this episode is Professor Gábor Csányi from the University of Cambridge.Some relevant papers:
Bartok, A. P., Payne, M. C., Kondor, R., and Csanyi, G., Gaussianapproximation potentials: the accuracy of quantum mechanics, without the electrons. Physical Review Letters, doi:10.1103/PhysR…
Our guest on this episode is Professor Evan J. Reed from Stanford University.
Our guest on this episode is Dr. Ekin Doğuş Çubuk from Google Brain.
Our guest on this episode is Professor Kieron Burke from the University of California, Irvine.
Start here for a brief introduction to this podcast!
Отказ от ответственности: Подкаст и иллюстрации, встроенные в эту страницу, взяты из Stanford Materials Computation and Theory Group, Qian Yang's lab at the University of Connecticut, который является собственностью его владельца и не связан или не одобрен Listen Notes, Inc.
ПОИСКОВАЯ СИСТЕМА ПОДКАСТОВ
Вы можете использовать наш веб-сайт для поиска подкастов3,827,574и эпизодов196,247,662по людям, местам или темам.
I have no special talent. I am only passionately curious, and
I listen to podcasts.
‐ Albert "Llamacorn" Einstein
ПОИСК ПРОШЛЫХ ЭПИЗОДОВ
Искать прошлые эпизоды Materials and Megabytes.
ЗАЯВИТЬ О ПРАВАХ
Why to claim podcasts?
If you are a podcaster, the best way to manage your podcasts on Listen Notes is by claiming your Listen Notes
podcast pages.
It is a great, free way to engage the podcast community and increase the visibility of your podcasts.
After claiming your Listen Notes podcast pages, you will be able to:
✓
Manually refresh the RSS feed to sync up
✓
Get a verified badge (
✓
) alongside with your podcast name on Listen Notes
✓
Post объявления for sponsorship,
guests, co-hosts,
cross-promotion...
✓
Respond to listener comments on Listen Notes
✓
Use speech-to-text techniques to transcribe your show and
edit transcripts
✓
Improve the presence of your podcasts, e.g., self-service
интервью с подкастером...
✓
If you share your Listen Notes page and at-mention @ListenNotes
on X (formerly Twitter),
наш официальный аккаунт в X (бывший Twitter) will retweet to promote
your show to our followers.
Coming soon:
◯ Self-service promotion on Listen Notes
◯ Track your podcast stats on Listen
Notes, e.g., listens, page
views...
◯ Manage episodes
ИЗМЕНИТЬ
Спасибо, что помогаете поддерживать базу подкастов актуальной.
