Topics tagged neural-network

Topic	Replies	Views	Activity
Why do the loss values computed within the callback function differ from the explicitly computed loss values? New to Julia question , neural-network , differentialequation	0	28	December 5, 2024
NeuralPDE.jl slow with integro diff. equations Machine Learning pde , neural-network	3	57	November 11, 2024
Performing max-min optimization with optimization.jl Optimization (Mathematical) optimization , neural-network , lux	0	37	October 30, 2024
Error using example for NeuralODE General Usage optimization , neural-network	4	55	October 25, 2024
CUDA Error : ArgumentError: Objects are on devices with different types: CPUDevice and CUDADevice General Usage gpu , cuda , ode , optimization , neural-network	4	33	October 23, 2024
Using trained neural networks inside GPU computations General Usage neural-network	0	51	October 18, 2024
Error when a neural ode is implemented Machine Learning sciml , neural-network , lux	2	62	September 29, 2024
Nested and different AD methods altogether: How to add AD calculations inside my loss function when using neural differential equations? Machine Learning sciml , ad , neural-network , differentialequation	9	884	September 28, 2024
Parameters in the neural network not updating after training Machine Learning ode , neural-network	0	30	September 26, 2024
Add coordinate transformation before first layer in NeuralPDE.jl Machine Learning pde , sciml , neural-network , lux	5	68	August 29, 2024
Can't get NeuralPDE Example code to run Modelling & Simulations neural-network	0	23	August 14, 2024
Saving/loading a neural network trained with NeuralPDE General Usage jld2 , neural-network , lux	3	93	July 30, 2024
UDE: Estimating multiple parameters with NN and choosing best optimizers General Usage question , neural-network	6	209	July 29, 2024
Learning Orbital Dynamics New to Julia neural-network	16	811	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 New to Julia gpu , neural-network , lux	2	85	July 2, 2024
UndefRefError while running code based on "Automatically Discover Missing Physics by embedding Machine Learning into Differential Equations" New to Julia question , ode , machine-learning , neural-network	3	122	June 26, 2024
Neural Networks to describe binary-black-holes trajectories New to Julia neural-network	4	190	June 18, 2024
Hybrid ODE with ContinuousCallback for models of changing sizes? Machine Learning question , diffeq , neural-network , diffeqcallbacks	25	407	June 17, 2024
Save and load NeuralPDE model for postprocessing Machine Learning question , pde , neural-network , save	3	208	June 17, 2024
Visualize the points that are used for training in NeuralPDE Machine Learning question , pde , neural-network , differentialequation	1	127	June 15, 2024
What is the best way to modify existing or add new optimizer in Optim? Optimization (Mathematical) question , optim , neural-network	4	194	May 24, 2024
Incorporating structural information into Neural ODE as a Differential Equation System General Usage flux , neural-network , differentialequation , diffeqflux	0	137	May 7, 2024
Challenges in Estimating Wind Turbine Controller Using Universal Differential Equations (UDE) Approach Numerics question , diffeq , sciml , neural-network	5	337	May 12, 2024
Troubleshooting Inverse Problem with PINNs for Wind Turbine Aerodynamics using NeuralPDE.jl Numerics diffeq , sciml , neural-network	12	726	May 6, 2024
Neural ODEs: Fitting a cosine curve Performance ode , sciml , neural-network	4	253	May 2, 2024
Partial Autodiff in NN using Flux New to Julia question , flux , machine-learning , neural-network	1	432	April 25, 2024
Adding external parameters to neural network Machine Learning optimization , neural-network , lux	5	350	April 24, 2024
ODEProblem(....) vs NeuralODE(....) for neural ODEs Machine Learning flux , optimization , neural-network , diffeqflux	14	399	April 15, 2024
Continue solving ODE problem when using NeuralPDE.NNODE General Usage question , ode , neural-network	2	230	April 7, 2024
NN Getting Same Training and Testing Accuracies? General Usage flux , machine-learning , neural-network	20	371	March 24, 2024