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SymFormer: End-to-end symbolic regression using transformer-based
  architecture

SymFormer: End-to-end symbolic regression using transformer-based architecture

31 May 2022
Martin Vastl
Jonáš Kulhánek
Jiří Kubalík
Erik Derner
Robert Babuška
ArXivPDFHTML

Papers citing "SymFormer: End-to-end symbolic regression using transformer-based architecture"

7 / 7 papers shown
Title
Evolving Form and Function: Dual-Objective Optimization in Neural Symbolic Regression Networks
Amanda Bertschinger
James P. Bagrow
Joshua Bongard
74
1
0
24 Feb 2025
Generalizing the SINDy approach with nested neural networks
Generalizing the SINDy approach with nested neural networks
Camilla Fiorini
Clément Flint
Louis Fostier
Emmanuel Franck
Reyhaneh Hashemi
Victor Michel-Dansac
Wassim Tenachi
68
1
0
28 Jan 2025
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence
Interchangeable Token Embeddings for Extendable Vocabulary and Alpha-Equivalence
İlker Işık
R. G. Cinbis
Ebru Aydin Gol
26
0
0
22 Oct 2024
A Comparison of Recent Algorithms for Symbolic Regression to Genetic
  Programming
A Comparison of Recent Algorithms for Symbolic Regression to Genetic Programming
Yousef A. Radwan
G. Kronberger
Stephan M. Winkler
OffRL
38
4
0
05 Jun 2024
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
ODEFormer: Symbolic Regression of Dynamical Systems with Transformers
Stéphane d’Ascoli
Soren Becker
Alexander Mathis
Philippe Schwaller
Niki Kilbertus
16
21
0
09 Oct 2023
Priors for symbolic regression
Priors for symbolic regression
Deaglan J. Bartlett
Harry Desmond
Pedro G. Ferreira
29
5
0
13 Apr 2023
Discovering ordinary differential equations that govern time-series
Discovering ordinary differential equations that govern time-series
Soren Becker
M. Klein
Alexander Neitz
Giambattista Parascandolo
Niki Kilbertus
AI4TS
11
4
0
05 Nov 2022
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