diff --git a/README.md b/README.md index c8a7caf86..81a256d70 100644 --- a/README.md +++ b/README.md @@ -15,7 +15,7 @@ SPDX-License-Identifier: Apache-2.0

- Solving Scientific Problems with Machine Learning, Intuitively + A Unified Framework for Scientific Machine Learning

diff --git a/docs/source/tutorials/tutorial17/tutorial.html b/docs/source/tutorials/tutorial17/tutorial.html index 5f94bab25..0dfeb4ab0 100644 --- a/docs/source/tutorials/tutorial17/tutorial.html +++ b/docs/source/tutorials/tutorial17/tutorial.html @@ -7570,7 +7570,7 @@

Tut
@@ -7887,14 +7887,8 @@

Training - - @@ -8350,26 +8344,20 @@

Training

- @@ -8476,6 +8464,6 @@

References diff --git a/pina/problem/abstract_problem.py b/pina/problem/abstract_problem.py index 7f99b52ec..057a62683 100644 --- a/pina/problem/abstract_problem.py +++ b/pina/problem/abstract_problem.py @@ -337,6 +337,10 @@ def collect_data(self): # If the condition does not have a domain attribute, store # the input and target points keys = condition.__slots__ - values = [getattr(condition, name) for name in keys] + values = [ + getattr(condition, name) + for name in keys + if getattr(condition, name) is not None + ] data[condition_name] = dict(zip(keys, values)) self._collected_data = data diff --git a/tutorials/static/pina_wokflow.png b/tutorials/static/pina_wokflow.png deleted file mode 100644 index ff2769580..000000000 Binary files a/tutorials/static/pina_wokflow.png and /dev/null differ diff --git a/tutorials/static/pina_workflow.png b/tutorials/static/pina_workflow.png new file mode 100644 index 000000000..cd5de0e6d Binary files /dev/null and b/tutorials/static/pina_workflow.png differ diff --git a/tutorials/tutorial17/tutorial.ipynb b/tutorials/tutorial17/tutorial.ipynb index fa82f9a7f..176f75c2c 100644 --- a/tutorials/tutorial17/tutorial.ipynb +++ b/tutorials/tutorial17/tutorial.ipynb @@ -40,7 +40,7 @@ "## The PINA Workflow \n", "\n", "

\n", - " \"PINA\n", + " \"PINA\n", "

\n", "\n", "Solving a differential problem in **PINA** involves four main steps:\n", diff --git a/tutorials/tutorial17/tutorial.py b/tutorials/tutorial17/tutorial.py index dcd50c406..a665c0988 100644 --- a/tutorials/tutorial17/tutorial.py +++ b/tutorials/tutorial17/tutorial.py @@ -30,7 +30,7 @@ # ## The PINA Workflow # #

-# PINA Workflow +# PINA Workflow #

# # Solving a differential problem in **PINA** involves four main steps: