lululxvi/deeponet

Issues

• How is time encoded in the pendulum example?

  #44 opened 5 months ago by ahof1704
  2

• About the difference between the term "generalization error" and "test error" in the deeponet paper

  #43 opened 9 months ago by BraveDrXuTF
  2

• AttributeError: module 'tensorflow' has no attribute 'gloabl_variables_initializer'

  #42 opened a year ago by SunNorean
  0

• How advanced DeepOnet can be compatible with simple Fully-connected networks

  #41 opened a year ago by LVJIAQI777
  1

• ValueError: Cannot feed value of shape (100000, 225) for Tensor Placeholder:0, which has shape (?, 15)

  #40 opened a year ago by hq0709
  0

• How to improve the result

  #39 opened a year ago by yejiwi
  0

• Using operator learning if dimension of input function is more than 1

  #38 opened a year ago by sibyjackgrove
  2

• Follow up question for #32

  #34 opened a year ago by yejiwi
  1

• q

  #37 opened a year ago by SLATT-dev
  0

• About one-standard-deviation

  #36 opened a year ago by BraveDrXuTF
  2

• KeyError: 'Glorot normalstacked'

  #35 opened a year ago by fyxemily
  1

• AttributeError: 'Triple' object has no attribute 'transform_inputs'

  #32 opened a year ago by yejiwi
  1

• Output as a Mutidimensional array

  #31 opened a year ago by HarondFinch
  1

• Is the DeepONet predict solution more efficient than the original method?

  #33 opened a year ago by xuliang5115
  0

• How DeepONet provides multiple outputs

  #24 opened a year ago by xuliang5115
  2

• AttributeError: 'Triple' object has no attribute 'transform_inputs'

  #25 opened 2 years ago by jinjunyonggzh
  2

• AttributeError: module 'config' has no attribute 'processes'

  #30 opened 2 years ago by yejiwi
  1

• About activation function in deeponet

  #29 opened 2 years ago by pandasayz
  1

• If the input of the trunk net could be set to be different

  #28 opened 2 years ago by cb-sjtu
  7

• ValueError: The passed save_path is not a valid checkpoint: model/model.ckpt-43000

  #15 opened 3 years ago by JianfengNing
  8

• More than one input function maps to more than one output function by DeepONet

  #27 opened 2 years ago by LVJIAQI777
  5

• AttributeError: module 'tensorflow' has no attribute 'trainable_variables'

  #14 opened 3 years ago by JianfengNing
  8

• High test loss for nonlinear ODE case

  #26 opened 2 years ago by edoardo100
  1

• Questions about the difference PINN and DeepXDE

  #23 opened 2 years ago by pengcz
  1

• Could a function of Lp space(p=2) be branch input？

  #19 opened 2 years ago by xuliang5115
  3

• UnicodeDecodeError: 'utf-8' codec can't decode byte 0xd5 in position 38: invalid continuation byte

  #22 opened 2 years ago by DaJiang7
  2

• AttributeError: 'Triple' object has no attribute 'transform_inputs'

  #21 opened 2 years ago by hessafar
  0

• Setting of branch network input u in PDE

  #20 opened 2 years ago by Tujunwen
  2

• ImportError: cannot import name 'GRF' from 'spaces' (D:\miniconda3\lib\site-packages\spaces\__init__.py)

  #18 opened 2 years ago by alexmav04
  1

• DeepONet Triple Data Shape | if branch & trunk inputs are just time a Parametric Space

  #17 opened 3 years ago by cfd-ai
  3

• The data shape of the triplet if the number of input functions of branch nets is more than one?

  #9 opened 3 years ago by WangYicunZJU
  4

• AttributeError: 'Triple' object has no attribute 'transform_inputs'

  #16 opened 3 years ago by cfd-ai
  2

• Tests not running properly

  #11 opened 3 years ago by bhaveshshrimali
  5

• How to use the trained model to predict without training?

  #6 opened 3 years ago by blackyichao
  1

• Dimension issue in generating operator "system.py".

  #5 opened 3 years ago by phuongle0701
  1

• How to solve 3d ode equations

  #1 opened 3 years ago by ajogajog
  3

• DeepONetCartesianProd vs DeepONet

  #13 opened 3 years ago by curiousHG
  1

• Selection of function u

  #12 opened 3 years ago by blackyichao
  1

• Number of parameters in `seq2seq` scales with the length**2 of the sequence

  #10 opened 3 years ago by scaomath
  1

• two-dimensional PDE problem of deeponet

  #8 opened 3 years ago by blackyichao
  0

• two-dimensional PDE problem

  #7 opened 3 years ago by blackyichao
  0

• input data format for OpNN

  #2 opened 3 years ago by ChironJC
  1