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LLM4ED: Large Language Models for Automatic Equation Discovery
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LLM4ED: Large Language Models for Automatic Equation Discovery

Mengge Du
Yuntian Chen
Zhongzheng Wang
Longfeng Nie
Dong-juan Zhang
ArXiv (abs)PDFHTML

Papers citing "LLM4ED: Large Language Models for Automatic Equation Discovery"

11 / 11 papers shown
Title
Large Language Models as Evolutionary Optimizers
Large Language Models as Evolutionary Optimizers
Shengcai Liu
Caishun Chen
Xinghua Qu
Jiaheng Zhang
Yew-Soon Ong
68
105
0
29 Oct 2023
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey
Bonan Min
Hayley L Ross
Elior Sulem
Amir Pouran Ben Veyseh
Thien Huu Nguyen
Oscar Sainz
Eneko Agirre
Ilana Heinz
Dan Roth
LM&MAVLMAI4CE
151
1,077
0
01 Nov 2021
SymbolicGPT: A Generative Transformer Model for Symbolic Regression
SymbolicGPT: A Generative Transformer Model for Symbolic Regression
Mojtaba Valipour
Bowen You
Maysum Panju
A. Ghodsi
48
93
0
27 Jun 2021
Neural Symbolic Regression that Scales
Neural Symbolic Regression that Scales
Luca Biggio
Tommaso Bendinelli
Alexander Neitz
Aurelien Lucchi
Giambattista Parascandolo
84
179
0
11 Jun 2021
Any equation is a forest: Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE)
Any equation is a forest: Symbolic genetic algorithm for discovering open-form partial differential equations (SGA-PDE)
Yuntian Chen
Yingtao Luo
Qiang Liu
Hao Xu
Dongxiao Zhang
AI4CE
76
57
0
09 Jun 2021
Physics-informed neural networks with hard constraints for inverse design
Physics-informed neural networks with hard constraints for inverse design
Lu Lu
R. Pestourie
Wenjie Yao
Zhicheng Wang
F. Verdugo
Steven G. Johnson
PINN
95
517
0
09 Feb 2021
Weak SINDy For Partial Differential Equations
Weak SINDy For Partial Differential Equations
Daniel Messenger
David M. Bortz
66
177
0
06 Jul 2020
SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
SINDy-PI: A Robust Algorithm for Parallel Implicit Sparse Identification of Nonlinear Dynamics
Kadierdan Kaheman
J. Nathan Kutz
Steven L. Brunton
55
268
0
05 Apr 2020
Learning Equations for Extrapolation and Control
Learning Equations for Extrapolation and Control
Subham S. Sahoo
Christoph H. Lampert
Georg Martius
49
233
0
19 Jun 2018
Deep learning algorithm for data-driven simulation of noisy dynamical system
Deep learning algorithm for data-driven simulation of noisy dynamical system
K. Yeo
Igor Melnyk
AI4TS
63
94
0
22 Feb 2018
Extrapolation and learning equations
Extrapolation and learning equations
Georg Martius
Christoph H. Lampert
43
158
0
10 Oct 2016

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