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FDS Workshop: AI for Scientific Discovery
Friday, April 24, 2026
8:30AM - 6:00PM
Recent advances in generative AI are reshaping how we design and discover mathematical and scientific artifacts. Problems in mathematics, engineering, and the sciences have recently been solved by systems that use LLMs to evolve search and optimization algorithms. If you can specify what you are looking for, they can help you find it.
Concretely, LLM-guided evolution can help find abstract objects representable in a computer — vectors, matrices, networks, programs, or collections thereof. It must be possible to write code that reports whether an object meets the desired requirements. Often, LLMs can write this code for us.
This workshop gives researchers a concentrated, hands-on introduction to these tools, focused on ShinkaEvolve, an open-source framework available for participants to continue using after the workshop.
The event is free provided you register and show up. A $100 charge will be levied on people who do not show up. $1 will be collected in advance as a hold.
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