Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression

Prospect Theory: An Analysis of Decision under Risk

Kahneman, D.; and Tversky, A. 1979 · 1979

Earlier work this paper cites.

Discovering Symbolic Models from Deep Learning with Inductive Biases

Original

Cranmer, M.; Sanchez-Gonzalez, A.; Battaglia, P.; Xu, R.; Cranmer, K.; Spergel, D.; and Ho, S. 2020 · 2006

Earlier work this paper cites.

GPTIPS:An Open Source Genetic Programming Toolbox For Multigene Symbolic Regression

Searson, D. P.; Leahy, D. E.; and Willis, M. J. 2010 · 2010

Earlier work this paper cites.

Eureqa: Software Review

Dubčáková, R. 2011 · 2011

Earlier work this paper cites.

Discovering Governing Equations from Data by Sparse Identification of Nonlinear Dynamical Systems

Brunton, S. L.; Proctor, J. L.; and Kutz, J. N. 2016 · 2016

Earlier work this paper cites.

Grammar Variational Autoencoder

Original

Kusner, M. J.; Paige, B.; and Hernández-Lobato, J. M. 2017 · 2017

Cited alongside, same era.

Steeper Discounting of Delayed Rewards in Schizophrenia but Not First-Degree Relatives

Original

Yu, L. Q.; Lee, S.; Katchmar, N.; Satterthwaite, T. D.; Kable, J. W.; and Wolf, D. H. 2017 · 2017

Cited alongside, same era.

Sparse Identification of Nonlinear Dynamics for Rapid Model Recovery

Quade, M.; Abel, M.; Kutz, J. N.; and Brunton, S. L. 2018 · 2018

Cited alongside, same era.

Discovering Physical Concepts with Neural Networks

Iten, R.; Metger, T.; Wilming, H.; del Rio, L.; and Renner, R. 2020 · 2020

Cited alongside, same era.

AI Feynman: A Physics-Inspired Method for Symbolic Regression

Udrescu, S.-M.; and Tegmark, M. 2020 · 2020

Later among the works it cites.

Probabilistic Grammars for Equation Discovery

Brence, J.; Todorovski, L.; and Džeroski, S. 2021 · 2021

Closest in time.

Social Expected Utility Dataset

Iliev, R. 2021 · 2021

Closest in time.

Smooth Symbolic Regression: Transformation of Symbolic Regression into a Real-Valued Optimization Problem

Original

Pitzer, E.; and Kronberger, G. 2021 · 2021

Closest in time.