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Dev Update (#582)

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* Fix adaptive refinement (#571)


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Co-authored-by: Dario Coscia <93731561+dario-coscia@users.noreply.github.com>

* Remove collector

* Fixes

* Fixes

* rm unnecessary comment

* fix advection (#581)

* Fix tutorial .html link (#580)

* fix problem data collection for v0.1 (#584)

* Message Passing Module (#516)

* add deep tensor network block

* add interaction network block

* add radial field network block

* add schnet block

* add equivariant network block

* fix + tests + doc files

* fix egnn + equivariance/invariance tests

Co-authored-by: Dario Coscia <dariocos99@gmail.com>

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Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>

* add type checker (#527)

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Co-authored-by: Filippo Olivo <filippo@filippoolivo.com>
Co-authored-by: Giovanni Canali <115086358+GiovanniCanali@users.noreply.github.com>
Co-authored-by: giovanni <giovanni.canali98@yahoo.it>
Co-authored-by: AleDinve <giuseppealessio.d@student.unisi.it>
This commit is contained in:
Dario Coscia
2025-06-13 17:34:37 +02:00
committed by GitHub
parent 6b355b45de
commit 7bf7d34d0f
40 changed files with 1963 additions and 581 deletions
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5
tutorials/tutorial17/tutorial.ipynb vendored
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@@ -11,9 +11,10 @@
"[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/mathLab/PINA/blob/master/tutorials/tutorial17/tutorial.ipynb)\n",
"\n",
"<p align=\"left\">\n",
" <img src=\"../static/pina_logo.png\" alt=\"PINA Logo\" width=\"90\"/>\n",
" <img src=\"https://raw.githubusercontent.com/mathLab/PINA/master/readme/pina_logo.png\" alt=\"PINA logo\" width=\"90\"/>\n",
"</p>\n",
"\n",
"\n",
"Welcome to **PINA**!\n",
"\n",
"PINA [1] is an open-source Python library designed for **Scientific Machine Learning (SciML)** tasks, particularly involving:\n",
@@ -39,7 +40,7 @@
"## The PINA Workflow \n",
"\n",
"<p align=\"center\">\n",
" <img src=\"../static/pina_wokflow.png\" alt=\"PINA Workflow\" width=\"1000\"/>\n",
" <img src=\"http://raw.githubusercontent.com/mathLab/PINA/master/tutorials/static/pina_wokflow.png\" alt=\"PINA Workflow\" width=\"1000\"/>\n",
"</p>\n",
"\n",
"Solving a differential problem in **PINA** involves four main steps:\n",