Incorporating structural information into Neural ODE as a Differential Equation System
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0
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36
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May 7, 2024
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Challenges in Estimating Wind Turbine Controller Using Universal Differential Equations (UDE) Approach
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1
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60
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May 6, 2024
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Troubleshooting Inverse Problem with PINNs for Wind Turbine Aerodynamics using NeuralPDE.jl
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12
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356
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May 6, 2024
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Neural ODEs: Fitting a cosine curve
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4
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136
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May 2, 2024
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Partial Autodiff in NN using Flux
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1
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396
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April 25, 2024
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Adding external parameters to neural network
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5
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180
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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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218
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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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522
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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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199
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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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303
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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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227
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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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180
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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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216
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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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404
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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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168
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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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304
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December 20, 2023
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PINN in Julia
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0
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214
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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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198
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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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1256
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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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397
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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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370
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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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238
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October 24, 2023
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Modify existing Lux models
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4
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353
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October 23, 2023
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RNNs in LUX
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2
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414
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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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532
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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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284
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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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176
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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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190
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September 25, 2023
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Solving ODE by PDESystem
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1
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239
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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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307
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September 13, 2023
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