UDE: Estimating multiple parameters with NN and choosing best optimizers
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3
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143
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July 25, 2024
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Learning Orbital Dynamics
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16
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664
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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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76
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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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107
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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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183
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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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371
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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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166
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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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118
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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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189
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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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133
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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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300
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May 12, 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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614
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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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221
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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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432
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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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276
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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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345
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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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775
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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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229
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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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366
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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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336
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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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220
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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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273
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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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460
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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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201
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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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385
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December 20, 2023
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PINN in Julia
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0
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273
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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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249
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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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1487
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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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557
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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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492
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November 14, 2023
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