Training Universal PINNs using NeuralPDE?
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4
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135
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February 18, 2025
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Some thoughts and questions on smooth non-linear optimization, degrees of freedom, optimizers, MLPs
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0
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46
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February 14, 2025
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Lux.jl QuickStart: why `Lux.apply` returns the state?
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1
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58
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February 6, 2025
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How to compute TanhExp / TeLU function accurately?
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10
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154
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January 6, 2025
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Forecast Time series using Neural ODE for supervised learning
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0
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88
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December 30, 2024
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Scaling issue (probably) while solving simple PINN problem
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3
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131
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December 27, 2024
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How to optimize neural network parameters with non-gradient algorithms?
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2
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98
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December 26, 2024
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How to generate values after training with Lux.LayerNorm and Lux.BatchNorm
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5
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364
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December 26, 2024
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NeuralPDE.jl slow with integro diff. equations
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3
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66
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November 11, 2024
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Performing max-min optimization with optimization.jl
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0
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43
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October 30, 2024
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Error using example for NeuralODE
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4
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75
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October 25, 2024
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CUDA Error : ArgumentError: Objects are on devices with different types: CPUDevice and CUDADevice
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4
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38
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October 23, 2024
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Using trained neural networks inside GPU computations
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0
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54
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October 18, 2024
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Error when a neural ode is implemented
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2
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73
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September 29, 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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9
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930
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September 28, 2024
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Parameters in the neural network not updating after training
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0
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37
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September 26, 2024
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Add coordinate transformation before first layer in NeuralPDE.jl
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5
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72
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August 29, 2024
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Can't get NeuralPDE Example code to run
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0
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24
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August 14, 2024
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Saving/loading a neural network trained with NeuralPDE
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3
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108
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July 30, 2024
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UDE: Estimating multiple parameters with NN and choosing best optimizers
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6
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212
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July 29, 2024
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Learning Orbital Dynamics
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16
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844
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July 13, 2024
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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
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2
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92
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July 2, 2024
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UndefRefError while running code based on "Automatically Discover Missing Physics by embedding Machine Learning into Differential Equations"
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3
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125
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June 26, 2024
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Neural Networks to describe binary-black-holes trajectories
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4
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192
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June 18, 2024
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Hybrid ODE with ContinuousCallback for models of changing sizes?
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25
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415
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June 17, 2024
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Save and load NeuralPDE model for postprocessing
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3
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235
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June 17, 2024
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Visualize the points that are used for training in NeuralPDE
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1
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129
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June 15, 2024
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What is the best way to modify existing or add new optimizer in Optim?
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4
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202
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May 24, 2024
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Incorporating structural information into Neural ODE as a Differential Equation System
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0
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139
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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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5
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350
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May 12, 2024
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