SciML/NeuralPDE.jl

Issues

• Residual/gradient adaptative sampling

  #894 opened 3 days ago by gradureauNice
  0

• Incorrect `adapt` usage leads to non-concrete elements

  #883 opened a month ago by avik-pal
  0

• Error when running Front Page Example Code

  #881 opened a month ago by ericchenanpt
  1

• Tutorial: imposing constraint on PINN solution of Fokker Planck fails

  #854 opened 5 months ago by finmod
  5

• The trial solutions to additional_loss function are different depending on parameters

  #855 opened 4 months ago by affans
  0

• Vector output for PINO ODE

  #871 opened 3 months ago by KirillZubov
  0

• API PINO PDE

  #860 opened 4 months ago by KirillZubov
  5

• How to solve SDEs with NeuralPDE?

  #867 opened 3 months ago by lockwo
  0

• GPU Compatibility Issue: Compilation Error with Complex-Valued Data in LuxCUDA Broadcasting Kernel

  #844 opened 6 months ago by RomanSahakyan03
  8

• Add support for equations with complex numbers

  #821 opened 6 months ago by sathvikbhagavan
  20

• NeuralPDE slows when using old weights and biases on a new but related ode

  #833 opened 6 months ago by geriatricvibes
  3

• Multithreaded test suite

  #706 opened 6 months ago by staticfloat
  1

• Allow users to write specialized data-free loss functions and use NeuralPDE training strategies

  #703 opened a year ago by nicholaskl97
  2

• Periodic boundary conditions isn't working.

  #733 opened a year ago by knuds
  1

• NeuralPDE with LuxAMDGPU, Optimize.solve throws error

  #835 opened 6 months ago by mre2110
  0

• Helping to solve complex system of DAE by NeuralPDE.

  #721 opened a year ago by HuynhTran0301
  32

• Linear parabolic example throws an error on new julia install

  #830 opened 6 months ago by javier-garcia-tilburg
  2

• KeyError when solving Parameter Identification problem using NeuralPDE.jl

  #829 opened 7 months ago by hippyhippohops
  9

• Neural Adapter Documentation Example Not Working

  #824 opened 7 months ago by geriatricvibes
  6

• DGM Tutorial fails

  #827 opened 7 months ago by finmod
  2

• How can I solve complex-valued ordinary differential equations (ODEs) using neural networks, given limitations with complex data types in libraries like Lux?

  #818 opened 7 months ago by RomanSahakyan03
  7

• Can't get the @named pde_system to work with a ode system

  #820 opened 7 months ago by geriatricvibes
  4

• Bump CUDA Compat

  #810 opened 7 months ago by avik-pal
  1

• Problem in replicating INVERSE PROBELM tutorial on ODE

  #765 opened 7 months ago by LorenzoBottaccioli
  23

• NNODE training fails with `autodiff=true`

  #725 opened a year ago by sathvikbhagavan
  7

• Parameter Estimation in NNODE

  #766 opened 8 months ago by sathvikbhagavan
  0

• Distance functions as a description of complex geometries

  #793 opened 8 months ago by alexiscltrn
  1

• NeuralPDE v.5.9 stops QuasiMonteCarlo from updating

  #748 opened 8 months ago by arthur-bizzi
  4

• Documentation for BayesianPINN and ahmc_bayesian_pinn_pde

  #779 opened 8 months ago by AstitvaAggarwal
  0

• Encountering Precompilation Error Messages When Adding NeuralPDE Package in Julia

  #780 opened 9 months ago by edwards33
  3

• Bayesian Inference for PDE PINN solver

  #712 opened 9 months ago by AstitvaAggarwal
  1

• Parameter Estimation formulation in PINNs

  #773 opened 10 months ago by Vaibhavdixit02
  5

• Importing NeuralPDE.jl before Interpolations.jl can lead to an error

  #762 opened a year ago by ldeso
  0

• BNNODE dosent support Lux chains Initparams, supporting fix for PR #749

  #759 opened a year ago by AstitvaAggarwal
  0

• fix NUTS kwargs handling and Default ode params vector

  #737 opened a year ago by AstitvaAggarwal
  0

• Improve documentation

  #740 opened a year ago by ArnoStrouwen
  0

• API for BNNODE.

  #719 opened a year ago by AstitvaAggarwal
  1

• one-dimensional heat equation

  #720 opened a year ago by adlermaus
  0

• Solving for part of a PDE system.

  #731 opened a year ago by knuds
  0

• Pushing to GPU with mixed int/float types in boundary conditions errors

  #697 opened a year ago by AlexRobson
  2

• Adaptive weighting of Bayesian physics informed neural networks.

  #713 opened a year ago by AstitvaAggarwal
  0

• Type issue in Julia v1.9

  #696 opened a year ago by jiyess
  1

• Adaptive reweighting or modify neural network to solve complex system.

  #708 opened a year ago by HuynhTran0301
  7

• Sporadic GPU compilation error mid-training

  #707 opened a year ago by bgroenks96
  2

• Issued with sin and cos function after update version of NeuralPDE

  #710 opened a year ago by HuynhTran0301
  4

• Precompilation warning

  #709 opened a year ago by lhoenig
  1

• Error in solution representation when using `Lux.BatchNorm`

  #711 opened a year ago by NoFishLikeIan
  1

• Add a more performant approximation for directional derivatives

  #702 opened a year ago by xtalax
  0

• Failed to precompile NeuralPDE

  #698 opened a year ago by AlexLight2023
  0

• Parameters estimation using NeuralPDE.jl is not working for PDEs

  #694 opened a year ago by acaltran
  1