Probabilistic Grammars for Equation Discovery

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Probabilistic Grammars for Equation Discovery

1 December 2020

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Papers citing "Probabilistic Grammars for Equation Discovery"

13 / 13 papers shown

Title
Data-driven Discovery of Digital Twins in Biomedical Research Clémence Métayer Annabelle Ballesta Julien Martinelli 20 0 0 29 Aug 2025
Approximating the universal thermal climate index using sparse regression with orthogonal polynomials Sabin Roman Gregor Skok Ljupco Todorovski Saso Dzeroski 16 0 0 15 Aug 2025
Generalizing the SINDy approach with nested neural networks Camilla Fiorini Clément Flint Louis Fostier Emmanuel Franck Reyhaneh Hashemi Victor Michel-Dansac Wassim Tenachi 199 3 0 28 Jan 2025
Active Symbolic Discovery of Ordinary Differential Equations via Phase Portrait Sketching Nan Jiang Md Nasim Yexiang Xue 144 0 0 02 Sep 2024
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models Parshin Shojaee Kazem Meidani Shashank Gupta A. Farimani Chandan K. Reddy 301 34 0 29 Apr 2024
Vertical Symbolic Regression Nan Jiang Md Nasim Yexiang Xue 111 1 0 19 Dec 2023
Predicting Ordinary Differential Equations with Transformers Soren Becker M. Klein Alexander Neitz Giambattista Parascandolo Niki Kilbertus 125 19 0 24 Jul 2023
Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems Stefan Kramer Mattia Cerrato Jannis Brugger Sašo Džeroski Ross King 146 14 0 03 May 2023
P(Expression\|Grammar): Probability of deriving an algebraic expression with a probabilistic context-free grammar U. Primozic L. Todorovski Matej Petković 60 0 0 01 Dec 2022
A Reinforcement Learning Approach to Domain-Knowledge Inclusion Using Grammar Guided Symbolic Regression Laure Crochepierre Lydia Boudjeloud Vincent Barbesant 56 4 0 09 Feb 2022
Accelerating Understanding of Scientific Experiments with End to End Symbolic Regression Nikos Arechiga Francine Chen Yan-Ying Chen Yanxia Zhang Rumen Iliev Heishiro Toyoda Kent Lyons 80 10 0 07 Dec 2021
Physics-Guided Deep Learning for Dynamical Systems: A Survey Rui Wang Rose Yu AI4CE PINN 222 74 0 02 Jul 2021
SymbolicGPT: A Generative Transformer Model for Symbolic Regression Mojtaba Valipour Bowen You Maysum Panju A. Ghodsi 86 100 0 27 Jun 2021