Can't get NeuralPDE Example code to run


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10

August 14, 2024

Saving/loading a neural network trained with NeuralPDE


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73

July 30, 2024

UDE: Estimating multiple parameters with NN and choosing best optimizers


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190

July 29, 2024

Learning Orbital Dynamics


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676

July 13, 2024

Neural Nets training with multiple Chains Lux.jl and LuxCUDA.jl: LoadError: AssertionError: length(init_params) == length(depvars) when using multi chains in NeuralPDE.jl GPU example


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78

July 2, 2024

UndefRefError while running code based on "Automatically Discover Missing Physics by embedding Machine Learning into Differential Equations"


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110

June 26, 2024

Neural Networks to describe binaryblackholes trajectories


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187

June 18, 2024

Hybrid ODE with ContinuousCallback for models of changing sizes?


25

379

June 17, 2024

Save and load NeuralPDE model for postprocessing


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170

June 17, 2024

Visualize the points that are used for training in NeuralPDE


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121

June 15, 2024

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


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189

May 24, 2024

Incorporating structural information into Neural ODE as a Differential Equation System


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133

May 7, 2024

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


5

307

May 12, 2024

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


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635

May 6, 2024

Neural ODEs: Fitting a cosine curve


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226

May 2, 2024

Partial Autodiff in NN using Flux


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432

April 25, 2024

Adding external parameters to neural network


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285

April 24, 2024

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


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353

April 15, 2024

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


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776

April 10, 2024

Continue solving ODE problem when using NeuralPDE.NNODE


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229

April 7, 2024

NN Getting Same Training and Testing Accuracies?


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368

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?


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339

February 22, 2024

Solve y'=y with neuralode


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221

February 10, 2024

Having issues with running NeuralPDE on GPU


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275

January 22, 2024

Flux loss with contribution gradient is slow


5

464

December 27, 2023

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


2

201

December 24, 2023

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


1

388

December 20, 2023

PINN in Julia


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278

December 18, 2023

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


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249

November 25, 2023

Parallel computing and GPU support in neuralPDE.jl package


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1495

November 22, 2023
