Troubleshooting Inverse Problem with PINNs for Wind Turbine Aerodynamics using NeuralPDE.jl
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5
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144
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April 24, 2024
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Adding external parameters to neural network
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5
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140
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April 24, 2024
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ODEProblem(....) vs NeuralODE(....) for neural ODEs
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14
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189
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April 15, 2024
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Nested and different AD methods altogether: How to add AD calculations inside my loss function when using neural differential equations?
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8
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469
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April 10, 2024
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Continue solving ODE problem when using NeuralPDE.NNODE
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2
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186
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April 7, 2024
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NN Getting Same Training and Testing Accuracies?
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20
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288
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March 24, 2024
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How can I solve complex-valued ordinary differential equations (ODEs) using neural networks, given limitations with complex data types in libraries like Lux?
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2
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201
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February 22, 2024
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Solve y'=y with neuralode
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6
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172
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February 10, 2024
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Having issues with running NeuralPDE on GPU
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5
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199
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January 22, 2024
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Flux loss with contribution gradient is slow
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5
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389
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December 27, 2023
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Issues with computing gradient with ForwardDiff.jl (Any fixes other than ND?)
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2
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157
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December 24, 2023
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"None Sym BasicSymbolic doesn't have a name" Problem when using NeuralPDE
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1
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283
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December 20, 2023
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PINN in Julia
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0
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202
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December 18, 2023
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DimensionMismatch: matrix A has dimensions (100,10), matrix B has dimensions (1,7)
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5
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189
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November 25, 2023
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Parallel computing and GPU support in neuralPDE.jl package
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49
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1220
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November 22, 2023
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Using a Neural Network to predict the parameters of a optimization Problem
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6
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382
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November 15, 2023
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Translation of traditional ML models to neural network framework for acceleration?
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5
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350
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November 14, 2023
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MethodError in loss function when using Flux with GPU support
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2
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225
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October 24, 2023
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Modify existing Lux models
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4
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334
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October 23, 2023
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RNNs in LUX
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2
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393
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October 19, 2023
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NeuralPDE features and GPU compatibility
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9
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498
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October 16, 2023
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How to optimize a neural network with a "traditional" optimizer?
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1
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269
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October 4, 2023
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How to predict new value corresponding to a new initial condition when using NeuralPDE
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1
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171
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September 25, 2023
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Error with NeuralPDE and OptimizationFunction
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1
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187
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September 25, 2023
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Solving ODE by PDESystem
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1
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231
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September 25, 2023
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Is it possible to solve pdes using neuralpde.jl that involve interpolated function
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6
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298
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September 13, 2023
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Unable to solve a differential equation using neural network
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2
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184
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September 10, 2023
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Type Instability when composing functor and function
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3
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234
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September 8, 2023
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I am unable to fit a simple 2d function using a neural network in Julia. Am I doing somethng wrong here?
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3
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215
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September 5, 2023
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Float64 Lux model (Loss stuck at 1e-8)
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1
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389
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August 24, 2023
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