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Analytic_solution_of_gene_net
Analytic_solution_of_gene_net
 
 
Circuit_3954
Circuit_3954
 
 
Described_experiments
Described_experiments
 
 
Gershgoring
Gershgoring
 
 
Loss_landscape
Loss_landscape
 
 
New_alg
New_alg
 
 
PINN_examples
PINN_examples
 
 
Three_nodes_models
Three_nodes_models
 
 
Training_derivatives_problem
Training_derivatives_problem
 
 
Two_Dimensional_Input
Two_Dimensional_Input
 
 
amplitude_method
amplitude_method
 
 
dose_response_fitting
dose_response_fitting
 
 
growth
growth
 
 
growth_old
growth_old
 
 
jax
jax
 
 
pinn_as_pde_solver
pinn_as_pde_solver
 
 
pinn_backward_problem
pinn_backward_problem
 
 
pinn_forward_problem
pinn_forward_problem
 
 
pinn_tests
pinn_tests
 
 
pytorch
pytorch
 
 
pytorch_3_nodes
pytorch_3_nodes
 
 
pytorch_3_nodes_2
pytorch_3_nodes_2
 
 
pytorch_3_nodes_runs
pytorch_3_nodes_runs
 
 
pytorch_3_nodes_unidentifiable_problematic
pytorch_3_nodes_unidentifiable_problematic
 
 
six_nodes_circuit_solver
six_nodes_circuit_solver
 
 
solver
solver
 
 
successful_results
successful_results
 
 
turing_codebase
turing_codebase
 
 
turing_pytorch
turing_pytorch
 
 
.gitattributes
.gitattributes
 
 
.gitignore
.gitignore
 
 
GPU_integration-Copy1.ipynb
GPU_integration-Copy1.ipynb
 
 
GPU_integration.ipynb
GPU_integration.ipynb
 
 
Integration.ipynb
Integration.ipynb
 
 
Load_hdf5.ipynb
Load_hdf5.ipynb
 
 
Pipeline.ipynb
Pipeline.ipynb
 
 
README.md
README.md
 
 
TF_2_10_PINN_template.ipynb
TF_2_10_PINN_template.ipynb
 
 
TF_2_10_template.ipynb
TF_2_10_template.ipynb
 
 
Untitled-Copy1.ipynb
Untitled-Copy1.ipynb
 
 
Untitled.ipynb
Untitled.ipynb
 
 
checkpoint
checkpoint
 
 
circuit_3954_LSA_MSC_Project.ipynb
circuit_3954_LSA_MSC_Project.ipynb
 
 
local_utils.py
local_utils.py
 
 
tinn_test.py
tinn_test.py
 
 
turing.npy
turing.npy
 
 
turing_t.npy
turing_t.npy
 
 
untitled.txt
untitled.txt
 
 

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morpho repository

Everything that I will add will be included here

For current PINNs and GPU I had to downgrade to

  • Python 3.6
  • Tensorflow 1.12
  • cuda 10.2
  • cudnn 7.2

Example: PINN vs. PDE solver Turing

About

PINN and Turing

Topics

tensorflow pde turing pinn turing-pattern

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