Physics-Informed Echo State Networks

Physics-Informed Echo State Networks

31 October 2020

Luca Magri

Papers citing "Physics-Informed Echo State Networks"

6 / 6 papers shown

Title
Machine learning in cardiovascular flows modeling: Predicting arterial blood pressure from non-invasive 4D flow MRI data using physics-informed neural networks Georgios Kissas Yibo Yang E. Hwuang W. Witschey John A. Detre P. Perdikaris AI4CE 118 371 0 13 May 2019
Echo State Networks with Self-Normalizing Activations on the Hyper-Sphere Pietro Verzelli Cesare Alippi L. Livi 78 23 0 27 Mar 2019
Deep Learning of Vortex Induced Vibrations M. Raissi Zhicheng Wang M. Triantafyllou George Karniadakis AI4CE 58 376 0 26 Aug 2018
Hybrid Forecasting of Chaotic Processes: Using Machine Learning in Conjunction with a Knowledge-Based Model Jaideep Pathak Alexander Wikner Rebeckah K. Fussell Sarthak Chandra Brian Hunt M. Girvan Edward Ott 44 287 0 09 Mar 2018
Theory-guided Data Science: A New Paradigm for Scientific Discovery from Data Anuj Karpatne G. Atluri James H. Faghmous M. Steinbach A. Banerjee A. Ganguly Shashi Shekhar N. Samatova Vipin Kumar AI4CE 51 981 0 27 Dec 2016
Label-Free Supervision of Neural Networks with Physics and Domain Knowledge Russell Stewart Stefano Ermon 66 344 0 18 Sep 2016