data.AUG <- Rafael Grebogi: Using AI/ML to develop symbolic models for datasets
Details
Using AI and ML to develop symbolic models for engineering and physics datasets
🗣️Talk Description: In this talk, we will travel around the universe of data regression, more specifically, in the world of symbolic regression. There are several Machine Learning (ML) methods capable of successfully modeling data, however, just a small number can produce a mathematical
expression that can be interpreted. We will explore the basics of symbolic regression and dive deeper into a recently proposed method based on concepts developed in the 18th century by the famous mathematician Euler, demonstrating its approximation skills with examples using datasets from engineering to nuclear physics and computational linguistics.
🎙️Speaker Bio: Rafael Grebogi is a Brazilian currently studying computer science as his Ph.D. at The University of Newcastle. Rafael has a Bachelor's
Degree in Control and Automation Engineering and a Master's in Electrical Engineering. He has a passion for AI and ML, but not forgetting Physics, he aims to find new applications of AI/ML that can improve our knowledge in the most diverse areas of research.
🏢 Venue: University's Q building in Honeysuckle
https://goo.gl/maps/35LwcLhKV1nvoFAh7
We will meet in the Level 2 Seminar Space. You'll need to enter through the main doors on Worth Place, and will be directed to the elevators to join the meetup.
PARKING: The closest parking is Wright Lane Carpark.
https://goo.gl/maps/rj6Yg8EkpjYzUmbi7
After 5pm it is free and is a 400m - 5 minute walk.
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🕠 TIME: 5.30pm - 7.30pm
FOOD: 🍕 + 🥤
- Wood fired pizza, sponsored by NewyTechPeople
- Soft drinks
SCHEDULE:
- 5:30pm: Networking + Food + Drinks
(Don't stress if you are held up in traffic)
- 6:15pm: Presentation
- 7:15pm: Packing up + Bonus questions
- 7:30pm: Close