Discussions

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  For the L-BFGS optimizer, what does the parameter "maxiter" really represent ?

  rapham asked Mar 4, 2024 in Q&A · Unanswered

  

  

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  loss_weights decay with the trainning process?

  Xhao12138 asked Apr 3, 2024 in Q&A · Unanswered

  

  

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  How to learn an autonomous system with DeepXDE.

  rispolivc started Apr 26, 2024 in General

  

  

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  Sampling the "table of elements" as an input for a PINN

  valderrama-juan asked Mar 27, 2024 in Q&A · Unanswered

  

  

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  Help with Hard IC

  ryabs07 asked Apr 23, 2024 in Q&A · Unanswered

  

  

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  PINNs for Finance: Results do not converge to expected solution and IC is not obeyed (not even as hard constraint)

  PhiKun24 started Apr 13, 2024 in General

  

  

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  How to initialize the deepxde model with a trained neural network?

  mynanshan asked Apr 22, 2024 in Q&A · Answered

  

  

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  Parametric initial conditions for time-dependent PDE

  JeanYvesDieulot asked Mar 26, 2024 in Q&A · Unanswered

  

  

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  Different PDEs for different points

  bakhtiyar-k asked Mar 26, 2024 in Q&A · Unanswered

  

  

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  4th order pde

  divyanshjnv1 asked Apr 15, 2024 in Q&A · Unanswered

  

  

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  Solving Non-Linear Schrodinger Equation in fibre optics with deepxde

  Gocoderunav asked Feb 27, 2024 in Q&A · Unanswered

  

  

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  PINNs energy method

  HumbertHumbert7 asked Apr 15, 2024 in Q&A · Unanswered

  

  

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  PIDeepONet, aux_vars on BC

  xuliang5115 asked Apr 9, 2024 in Q&A · Closed · Unanswered

  

  

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  2D Plane stress Problem, linear elasticity

  ruchitkini asked Nov 22, 2023 in Q&A · Closed · Answered

  

  

  

  

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  Export of trained model to pytorch

  evenlund asked Mar 31, 2024 in Q&A · Unanswered

  

  

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  2D uniaxial compression using linear elastic equation

  MinfeiLiang asked Dec 21, 2023 in Q&A · Unanswered

  

  

  

  

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  DeepXDE package - Cores

  KostasVog20 asked Mar 8, 2024 in Q&A · Unanswered

  

  

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  Complex 3D, Boundary normals for point cloud, traction condition

  ruchitkini asked Jan 22, 2024 in Q&A · Unanswered

  

  

  

  

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  add experimental data as solution to speed up the training

  tjboise asked Feb 28, 2023 in Q&A · Unanswered

  

  

  

  

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  Regarding Solving 4th order Phase field ( Cahn-Hilliard ) equation using deepxde

  divyanshjnv1 asked Apr 1, 2024 in Q&A · Unanswered

  

  

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  How to implement a hybrid inverse PINN.

  leocastel asked Mar 5, 2024 in Q&A · Unanswered

  

  

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  Changing training domain mid training

  nirmal129 asked Feb 12, 2024 in Q&A · Unanswered

  

  

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  Dear teachers,

  yuanshanhao asked Mar 29, 2024 in Q&A · Unanswered

  

  

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  Using DeepXDE to solve PDE's in a loss function as part of a training loop in tensorflow

  flipflop27 started Feb 22, 2024 in General

  

  

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  Inverse PDE in jax

  outspeckle started Jun 23, 2022 in Ideas

  

  

  

  

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