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GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations
18 December 2023
Nisal Ranasinghe
Damith A. Senanayake
Sachith Seneviratne
Malin Premaratne
Saman K. Halgamuge
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Papers citing
"GINN-LP: A Growing Interpretable Neural Network for Discovering Multivariate Laurent Polynomial Equations"
4 / 4 papers shown
Multi-task GINN-LP for Multi-target Symbolic Regression
Hussein Rajabu
Lijun Qian
Xishuang Dong
146
0
0
17 Nov 2025
On the definition and importance of interpretability in scientific machine learning
Conor Rowan
Alireza Doostan
AI4CE
404
4
0
16 May 2025
Graph-Eq: Discovering Mathematical Equations using Graph Generative Models
Nisal Ranasinghe
Damith A. Senanayake
Saman K. Halgamuge
283
0
0
30 Mar 2025
GINN-KAN: Interpretability pipelining with applications in Physics Informed Neural Networks
Nisal Ranasinghe
Yu Xia
Sachith Seneviratne
Saman K. Halgamuge
412
5
0
27 Aug 2024
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