Informed Equation Learning

Informed Equation Learning

13 May 2021

Andrej Junginger

Papers citing "Informed Equation Learning"

16 / 16 papers shown

Title
SymbolNet: Neural Symbolic Regression with Adaptive Dynamic Pruning for Compression Ho Fung Tsoi Vladimir Loncar S. Dasu Philip C. Harris 181 3 0 18 Jan 2024
Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery Samuel Kim Peter Y. Lu Srijon Mukherjee M. Gilbert Li Jing V. Ceperic Marin Soljacic 60 164 0 10 Dec 2019
Deep Learning for Symbolic Mathematics Guillaume Lample François Charton 3DGS 102 411 0 02 Dec 2019
Analytical classical density functionals from an equation learning network Shang-Chun Lin Georg Martius M. Oettel 26 35 0 28 Oct 2019
AI Feynman: a Physics-Inspired Method for Symbolic Regression S. Udrescu Max Tegmark 158 873 0 27 May 2019
Neural-Guided Symbolic Regression with Asymptotic Constraints Li Li Minjie Fan Rishabh Singh Patrick F. Riley 10 13 0 23 Jan 2019
PDE-Net 2.0: Learning PDEs from Data with A Numeric-Symbolic Hybrid Deep Network Zichao Long Yiping Lu Bin Dong AI4CE 72 552 0 30 Nov 2018
Learning Equations for Extrapolation and Control Subham S. Sahoo Christoph H. Lampert Georg Martius 43 233 0 19 Jun 2018
Learning Sparse Neural Networks through $L_0$ Regularization Christos Louizos Max Welling Diederik P. Kingma 425 1,144 0 04 Dec 2017
Grammar Variational Autoencoder Matt J. Kusner Brooks Paige José Miguel Hernández-Lobato BDL DRL 83 841 0 06 Mar 2017
The Concrete Distribution: A Continuous Relaxation of Discrete Random Variables Chris J. Maddison A. Mnih Yee Whye Teh BDL 186 2,530 0 02 Nov 2016
Extrapolation and learning equations Georg Martius Christoph H. Lampert 38 157 0 10 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 766 36,794 0 25 Aug 2016
Identity Mappings in Deep Residual Networks Kaiming He Xinming Zhang Shaoqing Ren Jian Sun 354 10,182 0 16 Mar 2016
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.8K 150,039 0 22 Dec 2014
Learning to Discover Efficient Mathematical Identities Wojciech Zaremba Karol Kurach Rob Fergus 88 54 0 06 Jun 2014