MS233A Advancing Computational Mechanics with Equation Discovery and Symbolic Regression I
Main Organizer:
Dr.
Geoffrey Bomarito
(
NASA Langley Research Center
, United States
)
Chaired by:
Dr. Geoffrey Bomarito (NASA Langley Research Center , United States) , Dr. Gabriel Kronberger (University of Applied Sciences Upper Austria , Austria)
Dr. Geoffrey Bomarito (NASA Langley Research Center , United States) , Dr. Gabriel Kronberger (University of Applied Sciences Upper Austria , Austria)
Scheduled presentations:
-
Using Description Length to Guide Genetic Programming Improves Symbolic Regression Solutions
-
Identifying tractable probabilistic models through uncertainty-aware symbolic regression
-
On the Effect of Prior Specification in Bayesian Symbolic Regression
-
Symbolic discovery of high-dimensional tensorial governing equations from data
-
Data-Driven Discovery of Governing Equations in Fluid Dynamics from Molecular Simulations
