Get our free extension to see links to code for papers anywhere online!

Chrome logo  Add to Chrome

Firefox logo Add to Firefox

Learning Fine Scale Dynamics from Coarse Observations via Inner Recurrence


Jun 03, 2022
Victor Churchill, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Deep Learning of Chaotic Systems from Partially-Observed Data


May 12, 2022
Victor Churchill, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Robust Modeling of Unknown Dynamical Systems via Ensemble Averaged Learning


Mar 07, 2022
Victor Churchill, Steve Manns, Zhen Chen, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Modeling unknown dynamical systems with hidden parameters


Feb 03, 2022
Xiaohan Fu, Weize Mao, Lo-Bin Chang, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Deep Neural Network Modeling of Unknown Partial Differential Equations in Nodal Space


Jun 07, 2021
Zhen Chen, Victor Churchill, Kailiang Wu, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Data-driven learning of non-autonomous systems


Jun 02, 2020
Tong Qin, Zhen Chen, John Jakeman, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Learning reduced systems via deep neural networks with memory


Apr 19, 2020
Xiaohan Fu, Lo-Bin Chang, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

Methods to Recover Unknown Processes in Partial Differential Equations Using Data


Mar 05, 2020
Zhen Chen, Kailiang Wu, Dongbin Xiu

Add code

* 21 pages, 11 figures 

   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email

A Non-Intrusive Correction Algorithm for Classification Problems with Corrupted Data


Feb 11, 2020
Jun Hou, Tong Qin, Kailiang Wu, Dongbin Xiu

Add code


   Access Paper or Ask Questions

  • Share via Twitter
  • Share via Facebook
  • Share via LinkedIn
  • Share via Whatsapp
  • Share via Messenger
  • Share via Email
1
2
>>