Topics tagged neural-network

Topic	Replies	Views	Activity
How to predict new value corresponding to a new initial condition when using NeuralPDE General Usage question , neural-network	1	204	September 25, 2023
Error with NeuralPDE and OptimizationFunction General Usage question , optimization , neural-network	1	228	September 25, 2023
Solving ODE by PDESystem General Usage question , pde , ode , neural-network	1	277	September 25, 2023
Is it possible to solve pdes using neuralpde.jl that involve interpolated function General Usage sciml , neural-network , differentialequation	6	411	September 13, 2023
Unable to solve a differential equation using neural network General Usage flux , neural-network	2	213	September 10, 2023
Type Instability when composing functor and function Performance flux , machine-learning , code_warntype , type-stability , neural-network	3	296	September 8, 2023
I am unable to fit a simple 2d function using a neural network in Julia. Am I doing somethng wrong here? General Usage flux , neural-network	3	268	September 5, 2023
Float64 Lux model (Loss stuck at 1e-8) General Usage flux , machine-learning , precision , neural-network , lux	1	606	August 24, 2023
UndefVarError: `ComponentArray` not defined when using GPU in NeuralPDE General Usage question , gpu , neural-network	9	482	August 13, 2023
State of the art object tracking with neural networks Machine Learning neural-network , literature	3	762	August 9, 2023
References for network construction via symbolic_discretize General Usage question , neural-network , lux	0	192	August 6, 2023
How to implement the LayerNorm in NeuralPDE by Lux.jl General Usage question , neural-network	2	336	July 28, 2023
How to normalize the input when solving ODE system by NeuralPDE General Usage ode , neural-network	1	216	July 25, 2023
Modified the neural network to capture nonlinear system General Usage question , neural-network , nonlinearsolve	4	299	July 20, 2023
CuArray error when running NeuralPDE.jl on JuliaHub GPU sciml , neural-network	0	208	July 19, 2023
Modified loss function in NeuralPDE General Usage question , neural-network	4	213	July 15, 2023
Can not solving the retrain model by neural_adapter General Usage question , neural-network	1	283	July 14, 2023
Error when transfer learning with neural_adapter General Usage question , neural-network	1	264	July 14, 2023
Terminology: "multi branch neural network" or what? Machine Learning question , neural-network	6	1354	July 12, 2023
How to predict the new system from the pre-trained weight in NeuralPDE General Usage question , neural-network	2	238	June 20, 2023
How to get weight and bias from the NeuralPDE after solving General Usage question , neural-network	5	219	June 17, 2023
How to show loss value of the neural network after solving by Neural.NNODE? Community question , neural-network	1	263	June 17, 2023
Create a out-of-place form for ODE over than 1 function Community question , ode , function , neural-network	5	449	June 13, 2023
Activation functions in NeuralPDE General Usage question , functions , neural-network	5	485	June 11, 2023
Second derivative in Zygote returns nothing Machine Learning zygote , neural-network	1	280	May 31, 2023
Passing array as parameter to a PDESystem Modelling & Simulations pde , neural-network	12	479	April 27, 2023
How can I evaluate a neural net and take the derivative of a neural net New to Julia diffeq , flux , pde , neural-network	2	1188	April 14, 2023
Difference equation with neural network Machine Learning neural-network , difference-equations	0	251	April 12, 2023
NeuralPDE for starting a geophysics repository Machine Learning pde , neural-network , geophysics	4	319	April 4, 2023
Advanced Tutorials: PINNs New to Julia modelingtoolkit , neural-network	14	5338	March 30, 2023