NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems

26 August 2022

Papers citing "NeuralSI: Structural Parameter Identification in Nonlinear Dynamical Systems"

10 / 10 papers shown

Title
Lie Point Symmetry Data Augmentation for Neural PDE Solvers Johannes Brandstetter Max Welling Daniel E. Worrall AI4CE 60 63 0 15 Feb 2022
Message Passing Neural PDE Solvers Johannes Brandstetter Daniel E. Worrall Max Welling AI4CE 73 282 0 07 Feb 2022
NeuralPDE: Modelling Dynamical Systems from Data Andrzej Dulny Andreas Hotho Anna Krause AI4CE 38 11 0 15 Nov 2021
Characterizing possible failure modes in physics-informed neural networks Aditi S. Krishnapriyan A. Gholami Shandian Zhe Robert M. Kirby Michael W. Mahoney PINN AI4CE 111 637 0 02 Sep 2021
Beyond Predictions in Neural ODEs: Identification and Interventions H. Aliee Fabian J. Theis Niki Kilbertus CML 91 25 0 23 Jun 2021
Incorporating prior knowledge about structural constraints in model identification Deepak Maurya Sivadurgaprasad Chinta A. Sivaram R. Rengaswamy 30 1 0 08 Jul 2020
Universal Differential Equations for Scientific Machine Learning Christopher Rackauckas Yingbo Ma Julius Martensen Collin Warner K. Zubov R. Supekar Dominic J. Skinner Ali Ramadhan Alan Edelman AI4CE 84 591 0 13 Jan 2020
Neural Ordinary Differential Equations T. Chen Yulia Rubanova J. Bettencourt David Duvenaud AI4CE 406 5,103 0 19 Jun 2018
Decoupled Weight Decay Regularization I. Loshchilov Frank Hutter OffRL 144 2,136 0 14 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 687 131,526 0 12 Jun 2017