Topics tagged neural-network

Topic	Replies	Views	Activity
UDE: Estimating multiple parameters with NN and choosing best optimizers General Usage question , neural-network	3	143	July 25, 2024
Learning Orbital Dynamics New to Julia neural-network	16	664	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	76	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	107	June 26, 2024
Neural Networks to describe binary-black-holes trajectories New to Julia neural-network	4	183	June 18, 2024
Hybrid ODE with ContinuousCallback for models of changing sizes? Machine Learning question , diffeq , neural-network , diffeqcallbacks	25	371	June 17, 2024
Save and load NeuralPDE model for postprocessing Machine Learning question , pde , neural-network , save	3	166	June 17, 2024
Visualize the points that are used for training in NeuralPDE Machine Learning question , pde , neural-network , differentialequation	1	118	June 15, 2024
What is the best way to modify existing or add new optimizer in Optim? Optimization (Mathematical) question , optim , neural-network	4	189	May 24, 2024
Incorporating structural information into Neural ODE as a Differential Equation System General Usage flux , neural-network , differentialequation , diffeqflux	0	133	May 7, 2024
Challenges in Estimating Wind Turbine Controller Using Universal Differential Equations (UDE) Approach Numerics question , diffeq , sciml , neural-network	5	300	May 12, 2024
Troubleshooting Inverse Problem with PINNs for Wind Turbine Aerodynamics using NeuralPDE.jl Numerics diffeq , sciml , neural-network	12	614	May 6, 2024
Neural ODEs: Fitting a cosine curve Performance ode , sciml , neural-network	4	221	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	276	April 24, 2024
ODEProblem(....) vs NeuralODE(....) for neural ODEs Machine Learning flux , optimization , neural-network , diffeqflux	14	345	April 15, 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	8	775	April 10, 2024
Continue solving ODE problem when using NeuralPDE.NNODE General Usage question , ode , neural-network	2	229	April 7, 2024
NN Getting Same Training and Testing Accuracies? General Usage flux , machine-learning , neural-network	20	366	March 24, 2024
How can I solve complex-valued ordinary differential equations (ODEs) using neural networks, given limitations with complex data types in libraries like Lux? Machine Learning ode , neural-network , lux	2	336	February 22, 2024
Solve y'=y with neuralode Specific Domains question , package , neural-network , differentialequation	6	220	February 10, 2024
Having issues with running NeuralPDE on GPU GPU question , gpuarrays , sciml , neural-network	5	273	January 22, 2024
Flux loss with contribution gradient is slow Machine Learning neural-network	5	460	December 27, 2023
Issues with computing gradient with ForwardDiff.jl (Any fixes other than ND?) Machine Learning forwarddiff , neural-network	2	201	December 24, 2023
"None Sym BasicSymbolic doesn't have a name" Problem when using NeuralPDE General Usage question , symbolic , neural-network	1	385	December 20, 2023
PINN in Julia General Usage question , flux , optimization , neural-network	0	273	December 18, 2023
DimensionMismatch: matrix A has dimensions (100,10), matrix B has dimensions (1,7) New to Julia question , neural-network	5	249	November 25, 2023
Parallel computing and GPU support in neuralPDE.jl package New to Julia package , performance , neural-network	49	1487	November 22, 2023
Using a Neural Network to predict the parameters of a optimization Problem Machine Learning neural-network	6	557	November 15, 2023
Translation of traditional ML models to neural network framework for acceleration? Performance question , machine-learning , neural-network	5	492	November 14, 2023