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Practical Use for AI and Machine Learning in Science
Manage episode 425393155 series 2513416
AI is practically everywhere right now. But what practical use does it have in science? How can machine learning and large language models help in Astronomy and Cosmology? What can they look like and what use can we get out of them?
🟣 Guest: Dr Mike Smith
https://www.mjjsmith.com/
👉 AstroPT on GitHub: https://github.com/Smith42/astroPT
👉 AstroPT Discord: discord.gg/MNEVegvfJq
📜 AstroPT: Scaling Large Observation Models for Astronomy
https://arxiv.org/abs/2405.14930
🦄 Support us on Patreon:
https://patreon.com/universetoday
📚 Suggest books in the book club:
https://www.goodreads.com/group/show/1198440-universe-today-book-club
- 00:00 Intro
- 01:40 AI in modern science
- 05:33 Astronomy data for AstroPT
- 10:50 How does it work
- 17:15 How people can use AstroPT
- 19:58 Training data
- 22:45 Better understanding of Physics
- 28:58 What's next
- 38:51 The perfect data to feed AI
- 43:55 Current obsessions
- 47:40 Final thoughts
📺 VIDEO VERSION
https://youtu.be/SexDIF__8l4
📰 EMAIL NEWSLETTER
Read by 60,000 people every Friday. Written by Fraser. No ads.
Subscribe. It's FREE: https://universetoday.com/newsletter
🎧 PODCASTS
Universe Today: https://universetoday.fireside.fm/
Astronomy Cast: http://www.astronomycast.com/
🤳 OTHER SOCIAL MEDIA
Twitter: https://twitter.com/fcain
Twitter: https://twitter.com/universetoday
Facebook: https://facebook.com/universetoday
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📩 CONTACT FRASER
frasercain@gmail.com
⚖️ LICENSE
Creative Commons Attribution 4.0 International (CC BY 4.0)
1223 episode
Manage episode 425393155 series 2513416
AI is practically everywhere right now. But what practical use does it have in science? How can machine learning and large language models help in Astronomy and Cosmology? What can they look like and what use can we get out of them?
🟣 Guest: Dr Mike Smith
https://www.mjjsmith.com/
👉 AstroPT on GitHub: https://github.com/Smith42/astroPT
👉 AstroPT Discord: discord.gg/MNEVegvfJq
📜 AstroPT: Scaling Large Observation Models for Astronomy
https://arxiv.org/abs/2405.14930
🦄 Support us on Patreon:
https://patreon.com/universetoday
📚 Suggest books in the book club:
https://www.goodreads.com/group/show/1198440-universe-today-book-club
- 00:00 Intro
- 01:40 AI in modern science
- 05:33 Astronomy data for AstroPT
- 10:50 How does it work
- 17:15 How people can use AstroPT
- 19:58 Training data
- 22:45 Better understanding of Physics
- 28:58 What's next
- 38:51 The perfect data to feed AI
- 43:55 Current obsessions
- 47:40 Final thoughts
📺 VIDEO VERSION
https://youtu.be/SexDIF__8l4
📰 EMAIL NEWSLETTER
Read by 60,000 people every Friday. Written by Fraser. No ads.
Subscribe. It's FREE: https://universetoday.com/newsletter
🎧 PODCASTS
Universe Today: https://universetoday.fireside.fm/
Astronomy Cast: http://www.astronomycast.com/
🤳 OTHER SOCIAL MEDIA
Twitter: https://twitter.com/fcain
Twitter: https://twitter.com/universetoday
Facebook: https://facebook.com/universetoday
Instagram: https://instagram.com/universetoday
📩 CONTACT FRASER
frasercain@gmail.com
⚖️ LICENSE
Creative Commons Attribution 4.0 International (CC BY 4.0)
1223 episode
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