diff --git a/docs/source/tutorials/tutorial1/tutorial.html b/docs/source/tutorials/tutorial1/tutorial.html index fef953e..d7a9d5d 100644 --- a/docs/source/tutorials/tutorial1/tutorial.html +++ b/docs/source/tutorials/tutorial1/tutorial.html @@ -8088,7 +8088,7 @@

Generate data @@ -8257,12 +8257,12 @@
⚠️ Important Note: @@ -8354,7 +8354,7 @@
⚠️ Important Note: @@ -8400,7 +8400,7 @@
⚠️ Important Note: @@ -8433,6 +8433,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial10/tutorial.html b/docs/source/tutorials/tutorial10/tutorial.html index a4a5a9b..e322a1b 100644 --- a/docs/source/tutorials/tutorial10/tutorial.html +++ b/docs/source/tutorials/tutorial10/tutorial.html @@ -8207,12 +8207,12 @@

Solving the KS problem @@ -8315,8 +8315,8 @@

Solving the KS problem @@ -8357,6 +8357,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial11/tutorial.html b/docs/source/tutorials/tutorial11/tutorial.html index a726f6b..0bffc88 100644 --- a/docs/source/tutorials/tutorial11/tutorial.html +++ b/docs/source/tutorials/tutorial11/tutorial.html @@ -8134,12 +8134,12 @@

Trainer Logging - @@ -8180,12 +8180,12 @@

Trainer Logging - @@ -8226,12 +8226,12 @@

Trainer Logging - @@ -8397,12 +8397,12 @@

Trainer Callbacks - @@ -8447,9 +8447,9 @@

Trainer Callbacks @@ -8642,12 +8642,12 @@

Train @@ -8218,8 +8218,8 @@

Multiscale Problem @@ -8346,12 +8346,12 @@

Fourier Feature Embedding in PINA

diff --git a/docs/source/tutorials/tutorial14/tutorial.html b/docs/source/tutorials/tutorial14/tutorial.html index 2467970..eb1f5a3 100644 --- a/docs/source/tutorials/tutorial14/tutorial.html +++ b/docs/source/tutorials/tutorial14/tutorial.html @@ -8058,7 +8058,7 @@

Defining the Ensemble Models @@ -8167,12 +8167,12 @@

Training with Physics @@ -8277,7 +8277,7 @@

Training with Physics @@ -8306,6 +8306,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial15/tutorial.html b/docs/source/tutorials/tutorial15/tutorial.html index b85ebea..ab3d8d8 100644 --- a/docs/source/tutorials/tutorial15/tutorial.html +++ b/docs/source/tutorials/tutorial15/tutorial.html @@ -8235,56 +8235,56 @@

Train the Model - @@ -8684,6 +8684,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial16/tutorial.html b/docs/source/tutorials/tutorial16/tutorial.html index 021c13a..0d3c806 100644 --- a/docs/source/tutorials/tutorial16/tutorial.html +++ b/docs/source/tutorials/tutorial16/tutorial.html @@ -8306,11 +8306,11 @@

Generate data for Physical Problems @@ -8356,7 +8356,7 @@

Generate data for Physical Problems diff --git a/docs/source/tutorials/tutorial17/tutorial.html b/docs/source/tutorials/tutorial17/tutorial.html index 0ad7609..a0b2b7b 100644 --- a/docs/source/tutorials/tutorial17/tutorial.html +++ b/docs/source/tutorials/tutorial17/tutorial.html @@ -8051,22 +8051,22 @@

Problem & Data @@ -8198,12 +8198,12 @@

Training - @@ -8273,7 +8273,7 @@

Model @@ -8391,7 +8391,7 @@

Plotting the domain @@ -8644,12 +8644,12 @@

Training

@@ -8757,6 +8757,6 @@

References diff --git a/docs/source/tutorials/tutorial18/tutorial.html b/docs/source/tutorials/tutorial18/tutorial.html index 8b0ca8d..50153ec 100644 --- a/docs/source/tutorials/tutorial18/tutorial.html +++ b/docs/source/tutorials/tutorial18/tutorial.html @@ -8112,12 +8112,12 @@

Let's try to build some solvers!

diff --git a/docs/source/tutorials/tutorial19/tutorial.html b/docs/source/tutorials/tutorial19/tutorial.html index 743eea6..ae03905 100644 --- a/docs/source/tutorials/tutorial19/tutorial.html +++ b/docs/source/tutorials/tutorial19/tutorial.html @@ -7908,8 +7908,8 @@

PyTorch TensorsGraph Data StructurePINA Graph @@ -8501,7 +8501,7 @@

PINA Graph diff --git a/docs/source/tutorials/tutorial2/tutorial.html b/docs/source/tutorials/tutorial2/tutorial.html index 3e4207a..80afbc6 100644 --- a/docs/source/tutorials/tutorial2/tutorial.html +++ b/docs/source/tutorials/tutorial2/tutorial.html @@ -8052,12 +8052,12 @@

Solving the problem with standa @@ -8294,12 +8294,12 @@

Solving the problem with @@ -8471,12 +8471,12 @@

Solving the pro @@ -8723,9 +8723,9 @@

Solving the pro @@ -8756,6 +8756,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial20/tutorial.html b/docs/source/tutorials/tutorial20/tutorial.html index a2daafd..fee50fd 100644 --- a/docs/source/tutorials/tutorial20/tutorial.html +++ b/docs/source/tutorials/tutorial20/tutorial.html @@ -7979,7 +7979,7 @@

Visualizing the Data @@ -8100,12 +8100,12 @@

Solving the Pro @@ -8142,8 +8142,8 @@

Solving the Pro @@ -8229,7 +8229,7 @@

Visualizing the Predictions @@ -8295,7 +8295,7 @@

Visualizing the Sphere Surface @@ -8324,6 +8324,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial21/tutorial.html b/docs/source/tutorials/tutorial21/tutorial.html index 4a80567..d200d43 100644 --- a/docs/source/tutorials/tutorial21/tutorial.html +++ b/docs/source/tutorials/tutorial21/tutorial.html @@ -7967,7 +7967,7 @@

Problem Setup @@ -8188,12 +8188,12 @@

KernelNeuralOperator API @@ -8282,7 +8282,7 @@

Visualizing the Predictions @@ -8312,6 +8312,6 @@

What's Next? diff --git a/docs/source/tutorials/tutorial22/tutorial.html b/docs/source/tutorials/tutorial22/tutorial.html index f446481..b6102d0 100644 --- a/docs/source/tutorials/tutorial22/tutorial.html +++ b/docs/source/tutorials/tutorial22/tutorial.html @@ -8345,3323 +8345,3323 @@

Train the Graph Autoencoder -