Hybrid ODE with ContinuousCallback for models of changing sizes?


18

221

June 11, 2024

Save and load NeuralPDE model for postprocessing


0

64

May 24, 2024

Visualize the points that are used for training in NeuralPDE


0

60

May 24, 2024

What is the best way to modify existing or add new optimizer in Optim?


4

162

May 24, 2024

Incorporating structural information into Neural ODE as a Differential Equation System


0

101

May 7, 2024

Challenges in Estimating Wind Turbine Controller Using Universal Differential Equations (UDE) Approach


5

224

May 12, 2024

Troubleshooting Inverse Problem with PINNs for Wind Turbine Aerodynamics using NeuralPDE.jl


12

496

May 6, 2024

Neural ODEs: Fitting a cosine curve


4

181

May 2, 2024

Partial Autodiff in NN using Flux


1

416

April 25, 2024

Adding external parameters to neural network


5

226

April 24, 2024

ODEProblem(....) vs NeuralODE(....) for neural ODEs


14

288

April 15, 2024

Nested and different AD methods altogether: How to add AD calculations inside my loss function when using neural differential equations?


8

656

April 10, 2024

Continue solving ODE problem when using NeuralPDE.NNODE


2

214

April 7, 2024

NN Getting Same Training and Testing Accuracies?


20

336

March 24, 2024

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


2

296

February 22, 2024

Solve y'=y with neuralode


6

201

February 10, 2024

Having issues with running NeuralPDE on GPU


5

248

January 22, 2024

Flux loss with contribution gradient is slow


5

434

December 27, 2023

Issues with computing gradient with ForwardDiff.jl (Any fixes other than ND?)


2

185

December 24, 2023

"None Sym BasicSymbolic doesn't have a name" Problem when using NeuralPDE


1

352

December 20, 2023

PINN in Julia


0

243

December 18, 2023

DimensionMismatch: matrix A has dimensions (100,10), matrix B has dimensions (1,7)


5

225

November 25, 2023

Parallel computing and GPU support in neuralPDE.jl package


49

1393

November 22, 2023

Using a Neural Network to predict the parameters of a optimization Problem


6

482

November 15, 2023

Translation of traditional ML models to neural network framework for acceleration?


5

445

November 14, 2023

MethodError in loss function when using Flux with GPU support


2

275

October 24, 2023

Modify existing Lux models


4

413

October 23, 2023

RNNs in LUX


2

457

October 19, 2023

NeuralPDE features and GPU compatibility


9

613

October 16, 2023

How to optimize a neural network with a "traditional" optimizer?


1

321

October 4, 2023
