DEFENCE OF THE DOCTORAL DISSERTATION BY JURE BRENCE

Probabilistic grammar-based equation discovery

Defence of the Doctoral Dissertation by Jure Brence

Published: 15. may. 2024

IPS invites you to the Defence of the Doctoral Dissertation by Jure Brence titled: Probabilistic grammar-based equation discovery. The defence will take place on Tuesday, 21 May 2024, at 1:30 p.m. at the IPS Lecture Room, Jamova 39, 1000 Ljubljana. You can also join the defence via the following link: https://us02web.zoom.us/j/84729953498?pwd=dGU1OXk2cEY5NHMxM2NHRjE5Z1dVZz09 (Meeting ID: 847 2995 3498, Passcode: 890688).

Short summary:

Scientific laws are often represented by mathematical equations. In this dissertation I present a novel probabilistic approach for automating the discovery of equations that fit data well, correspond to background knowledge, are interpretable for domain experts and can lead to scientific discoveries.

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