Informed Equation Learning

13 May 2021

Papers citing "Informed Equation Learning"

8 / 8 papers shown

Title
Univariate Skeleton Prediction in Multivariate Systems Using Transformers Giorgio Morales John W. Sheppard 71 1 0 25 Jun 2024
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression Ho Fung Tsoi Vladimir Loncar S. Dasu Philip C. Harris 235 4 0 18 Jan 2024
Simultaneous identification of models and parameters of scientific simulators Cornelius Schroder Jakob H. Macke 104 4 0 24 May 2023
Toward Physically Plausible Data-Driven Models: A Novel Neural Network Approach to Symbolic Regression Jiří Kubalík Erik Derner Robert Babuška 69 12 0 01 Feb 2023
Symbolic expression generation via Variational Auto-Encoder Sergei Popov Mikhail Lazarev V. Belavin D. Derkach Andrey Ustyuzhanin DRL 72 5 0 15 Jan 2023
CoNSoLe: Convex Neural Symbolic Learning Haoran Li Yang Weng Hanghang Tong 86 9 0 01 Jun 2022
SymFormer: End-to-end symbolic regression using transformer-based architecture Martin Vastl Jonáš Kulhánek Jiří Kubalík Erik Derner Robert Babuška 114 51 0 31 May 2022
Contemporary Symbolic Regression Methods and their Relative Performance William La Cava Patryk Orzechowski Bogdan Burlacu Fabrício Olivetti de Francca M. Virgolin Ying Jin M. Kommenda J. Moore 207 263 0 29 Jul 2021