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--- start [2023/01/27 22:18] – [Acknowledgements] bp
+++ start [2023/04/27 23:10] (current) – bp
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 {{ :wiki:images:mupif-logo.png?100|}}
+{{keywords> Open Simulation Platform, Digital twin, Interoperability, Modelling, Simulations, Workflows}}
 ====== MuPIF ======
-MuPIF is open-source, modular, object-oriented integration platform allowing to create complex, distributed, multiphysics simulation workflows across the scales and processing chains by combining existing simulation tools. MuPIF uses Python 3.5 standards and is independent on operating system (Linux, UNIX, Windows, Mac, ...).
+MuPIF is open-source, modular, object-oriented integration platform allowing to create complex, distributed, multiphysics simulation workflows across the scales and processing chains by combining existing simulation tools. Platform comes with data management system allowing to build digital twin representations of physical systems.
 MuPIF utilizes an object-oriented approach, with abstract classes defining standardized interfaces introduced to represent simulation models and data types.
@@ Line 17: / Line 17: @@
 The simulation workflows are implemented as Python scripts built on top of MuPIF. The graphical workflow editor is available to make the workflow implementation more accessible and convenient.
+MuPIF comes with a Data Management System (DMS) called MuPIFDB. The DMS is used to track integrated simulation workflows, their executions including execution inputs and outputs. It also provides a generic Digital Twin model, which is based on Entity Data Model (EDM). The EDM identifies the individual entities, their attributes and relations between them. The EDM is defined using JSON schema, and the DMS structure is generated from this schema. The EDM allows to map entity attributes to simulation workflow inputs (determining the initial conditions) and simulation workflow outputs can be mapped to newly cloned entities representing updated configuration(s). The EDM can be regarded as hypergraph, where nodes represent entity states and edges representing processes.
+MuPIF is written in Python 3.5 and is independent on operating system.
 ==== MuPIF highlights ====
@@ Line 30: / Line 32: @@
 ====== Documentation & Resources ======
+  * The Musicode project MuPIF training video recording is available on YouTube: [[https://youtu.be/oaN78pB8vxw | Musicode MuPIF training]].
+  * The mupif/jupyter-demos repository on GitHub contains
+      * [[https://github.com/mupif/jupyter-demos/blob/main/Introduction/index.ipynb | MuPIF Tutorial for beginners]]
+      * [[https://github.com/mupif/jupyter-demos/blob/main/API-development/index.ipynb | MuPIF Model API development tutorial]]
   * Online [[https://mupif.readthedocs.io/en/latest/#|User manual]] and [[https://mupif.readthedocs.io/en/latest/ref.html|Reference manual]]
-  * Three webinars on MuPIF platform design, installation, and use are available on [[http://mmp-project.eu/doku.php?id=public_events|MMP project website]] and also available on YouTube:
-     * [[https://www.youtube.com/watch?v=Q9FRviRo0TE| 1st webinar on Generic platform design]],
-     * [[https://www.youtube.com/watch?v=NFmCYtou_hM | 2nd webinar on Build your own API]],
-     * [[https://www.youtube.com/watch?v=72vj_Uf5YQo| 3rd webinar on Perform a platform run]].
   * [[https://github.com/mupif/mupif.git| MuPIF github repository]]
   * [[wiki:workfloweditor|Workflow Editor and Code Generator]] A graphical tool to compose a workflow structure and generate a Python code of the simulation.
@@ Line 45: / Line 47: @@
 The easiest installation happens through Python Package Index (pip) which takes care of dependencies and installs/updates missing modules automatically. Run as a command
 <code>
-pip install mupif
+pip3 install --upgrade git+https://github.com/mupif/mupif.git
+</code>
+Alternatively, you may download and install MuPIF from [[https://github.com/mupif/mupif.git|MuPIF git repository]]
+<code>
+git clone https://github.com/mupif/mupif.git
 </code>
-Alternatively, you may download and install MuPIF from [[https://github.com/mupif/mupif.git|git repository]].
 ===== License =====
 MuPIF is available under GNU Library or Lesser General Public License version 3.0 (LGPLv3)
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