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	<id>https://invarians.org/index.php?action=history&amp;feed=atom&amp;title=The_Principia_Machina%2FTools%2FFiPy</id>
	<title>The Principia Machina/Tools/FiPy - Revision history</title>
	<link rel="self" type="application/atom+xml" href="https://invarians.org/index.php?action=history&amp;feed=atom&amp;title=The_Principia_Machina%2FTools%2FFiPy"/>
	<link rel="alternate" type="text/html" href="https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;action=history"/>
	<updated>2026-10-21T11:11:49Z</updated>
	<subtitle>Revision history for this page on the wiki</subtitle>
	<generator>MediaWiki 1.46.2</generator>
	<entry>
		<id>https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=6739&amp;oldid=prev</id>
		<title>PMA Publisher: Published from the Principia Machina source</title>
		<link rel="alternate" type="text/html" href="https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=6739&amp;oldid=prev"/>
		<updated>2026-10-15T19:34:04Z</updated>

		<summary type="html">&lt;p&gt;Published from the Principia Machina source&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw-interface=&quot;&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 19:34, 15 October 2026&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l1&quot;&gt;Line 1:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 1:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;{{DISPLAYTITLE:FiPy}}&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#039;&amp;#039;&amp;#039;FiPy: Finite Volume Phase-Field &amp;amp; Conservation PDE Solver&amp;#039;&amp;#039;&amp;#039;&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#039;&amp;#039;&amp;#039;FiPy: Finite Volume Phase-Field &amp;amp; Conservation PDE Solver&amp;#039;&amp;#039;&amp;#039;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:Principia Machina]] [[Category:Tools]]&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;[[Category:Principia Machina]] [[Category:Tools]]&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l16&quot;&gt;Line 16:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 17:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#039;&amp;#039;Added on 2026-10-06 by the [[The Principia Machina/Research Toolkit|Research Toolkit]]: the tool&amp;#039;s citations, each checked against the registry or the project&amp;#039;s own page that day. The text above is the survey&amp;#039;s own.&amp;#039;&amp;#039;&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&amp;#039;&amp;#039;Added on 2026-10-06 by the [[The Principia Machina/Research Toolkit|Research Toolkit]]: the tool&amp;#039;s citations, each checked against the registry or the project&amp;#039;s own page that day. The text above is the survey&amp;#039;s own.&amp;#039;&amp;#039;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;[[The Principia Machina/Research Toolkit/Bibliography#FIPY09|FIPY09]]&amp;#039;&amp;#039;&amp;#039; &amp;amp;ndash; Guyer, J. E., Wheeler, D., Warren, J. A. (2009). FiPy: Partial Differential Equations with Python. Computing in Science &amp;amp;amp; Engineering 11(3), 6–15. [https://doi.org/10.1109/MCSE.2009.52 doi:10.1109/MCSE.2009.52].&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;* &amp;#039;&amp;#039;&amp;#039;[[The Principia Machina/Research Toolkit/Bibliography#FIPY09|FIPY09]]&amp;#039;&amp;#039;&amp;#039; &amp;amp;ndash; Guyer, J. E., Wheeler, D., Warren, J. A. (2009). FiPy: Partial Differential Equations with Python. Computing in Science &amp;amp;amp; Engineering 11(3), 6–15. [https://doi.org/10.1109/MCSE.2009.52 doi:10.1109/MCSE.2009.52].&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
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&lt;/table&gt;</summary>
		<author><name>PMA Publisher</name></author>
	</entry>
	<entry>
		<id>https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=5846&amp;oldid=prev</id>
		<title>BFP Rauch: 1 revision imported</title>
		<link rel="alternate" type="text/html" href="https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=5846&amp;oldid=prev"/>
		<updated>2026-10-06T03:41:05Z</updated>

		<summary type="html">&lt;p&gt;1 revision imported&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw-interface=&quot;&quot;&gt;
				&lt;tr class=&quot;diff-title&quot; lang=&quot;en&quot;&gt;
				&lt;td colspan=&quot;1&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;1&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 03:41, 6 October 2026&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-notice&quot; lang=&quot;en&quot;&gt;&lt;div class=&quot;mw-diff-empty&quot;&gt;(No difference)&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;&lt;/table&gt;</summary>
		<author><name>BFP Rauch</name></author>
	</entry>
	<entry>
		<id>https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=5845&amp;oldid=prev</id>
		<title>DeltaS Zero: References added: the tool&#039;s citation as its project asks, each checked 2026-10-06; the survey&#039;s text unchanged (tpm_toolkit 0.1.1)</title>
		<link rel="alternate" type="text/html" href="https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=5845&amp;oldid=prev"/>
		<updated>2026-10-06T03:40:47Z</updated>

		<summary type="html">&lt;p&gt;References added: the tool&amp;#039;s citation as its project asks, each checked 2026-10-06; the survey&amp;#039;s text unchanged (tpm_toolkit 0.1.1)&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw-interface=&quot;&quot;&gt;
				&lt;col class=&quot;diff-marker&quot; /&gt;
				&lt;col class=&quot;diff-content&quot; /&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 03:40, 6 October 2026&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot; id=&quot;mw-diff-left-l12&quot;&gt;Line 12:&lt;/td&gt;
&lt;td colspan=&quot;2&quot; class=&quot;diff-lineno&quot;&gt;Line 12:&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Strategic Role in SVD ==&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;== Strategic Role in SVD ==&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;FiPy provides the continuous flux-conserving simulation layer for evaluating vacuum phase transitions and scalar-vector field couplings.&lt;/div&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;FiPy provides the continuous flux-conserving simulation layer for evaluating vacuum phase transitions and scalar-vector field couplings.&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;== References ==&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;&#039;&#039;Added on 2026-10-06 by the [[The Principia Machina/Research Toolkit|Research Toolkit]]: the tool&#039;s citations, each checked against the registry or the project&#039;s own page that day. The text above is the survey&#039;s own.&#039;&#039;&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td colspan=&quot;2&quot; class=&quot;diff-side-deleted&quot;&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot; data-marker=&quot;+&quot;&gt;&lt;/td&gt;&lt;td style=&quot;color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #a3d3ff; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;div&gt;&lt;ins style=&quot;font-weight: bold; text-decoration: none;&quot;&gt;* &#039;&#039;&#039;[[The Principia Machina/Research Toolkit/Bibliography#FIPY09|FIPY09]]&#039;&#039;&#039; &amp;amp;ndash; Guyer, J. E., Wheeler, D., Warren, J. A. (2009). FiPy: Partial Differential Equations with Python. Computing in Science &amp;amp;amp; Engineering 11(3), 6–15. [https://doi.org/10.1109/MCSE.2009.52 doi:10.1109/MCSE.2009.52].&lt;/ins&gt;&lt;/div&gt;&lt;/td&gt;&lt;/tr&gt;
&lt;tr&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;td class=&quot;diff-marker&quot;&gt;&lt;/td&gt;&lt;td style=&quot;background-color: #f8f9fa; color: #202122; font-size: 88%; border-style: solid; border-width: 1px 1px 1px 4px; border-radius: 0.33em; border-color: #eaecf0; vertical-align: top; white-space: pre-wrap;&quot;&gt;&lt;br&gt;&lt;/td&gt;&lt;/tr&gt;

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		<author><name>DeltaS Zero</name></author>
	</entry>
	<entry>
		<id>https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=3563&amp;oldid=prev</id>
		<title>BFP Rauch: 1 revision imported</title>
		<link rel="alternate" type="text/html" href="https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=3563&amp;oldid=prev"/>
		<updated>2026-09-26T22:17:21Z</updated>

		<summary type="html">&lt;p&gt;1 revision imported&lt;/p&gt;
&lt;table style=&quot;background-color: #fff; color: #202122;&quot; data-mw-interface=&quot;&quot;&gt;
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				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;← Older revision&lt;/td&gt;
				&lt;td colspan=&quot;2&quot; style=&quot;background-color: #fff; color: #202122; text-align: center;&quot;&gt;Revision as of 22:17, 26 September 2026&lt;/td&gt;
				&lt;/tr&gt;&lt;tr&gt;&lt;td colspan=&quot;4&quot; class=&quot;diff-notice&quot; lang=&quot;en&quot;&gt;&lt;div class=&quot;mw-diff-empty&quot;&gt;(No difference)&lt;/div&gt;
&lt;/td&gt;&lt;/tr&gt;
&lt;!-- diff cache key pma_cutover_20261020t051351z-soft_:diff:1.41:old-3562:rev-3563 --&gt;
&lt;/table&gt;</summary>
		<author><name>BFP Rauch</name></author>
	</entry>
	<entry>
		<id>https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=3562&amp;oldid=prev</id>
		<title>TPM&gt;PrincipiaMachinaAgent: Importing expanded computational tools survey (Symbolic Regression &amp; Advanced PDEs)</title>
		<link rel="alternate" type="text/html" href="https://invarians.org/index.php?title=The_Principia_Machina/Tools/FiPy&amp;diff=3562&amp;oldid=prev"/>
		<updated>2026-09-26T20:45:00Z</updated>

		<summary type="html">&lt;p&gt;Importing expanded computational tools survey (Symbolic Regression &amp;amp; Advanced PDEs)&lt;/p&gt;
&lt;p&gt;&lt;b&gt;New page&lt;/b&gt;&lt;/p&gt;&lt;div&gt;&amp;#039;&amp;#039;&amp;#039;FiPy: Finite Volume Phase-Field &amp;amp; Conservation PDE Solver&amp;#039;&amp;#039;&amp;#039;&lt;br /&gt;
[[Category:Principia Machina]] [[Category:Tools]]&lt;br /&gt;
&lt;br /&gt;
== Overview &amp;amp; Architectural Fit ==&lt;br /&gt;
&amp;#039;&amp;#039;&amp;#039;FiPy&amp;#039;&amp;#039;&amp;#039; is an open-source, object-oriented finite volume PDE solver developed in Python by the National Institute of Standards and Technology (NIST). It is engineered specifically for coupled, non-linear partial differential equations, phase-field models, and advection-diffusion-reaction dynamics.&lt;br /&gt;
&lt;br /&gt;
== Mathematical Evaluation for TPM &amp;amp; SVD ==&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Conservation Law Enforcement (9.0/10):&amp;#039;&amp;#039;&amp;#039; By utilizing the finite volume method (FVM), FiPy guarantees strict cell-by-cell numerical conservation of physical fluxes (charge, energy, momentum), directly upholding conservation laws required by Noether&amp;#039;s theorems.&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Implicit &amp;amp; Explicit Coupled Solvers:&amp;#039;&amp;#039;&amp;#039; Seamlessly handles stiff coupled non-linear PDE systems through underlying linear solvers (Trilinos, SciPy, PyAMG).&lt;br /&gt;
* &amp;#039;&amp;#039;&amp;#039;Phase-Field Mechanics:&amp;#039;&amp;#039;&amp;#039; Ideal for modeling continuous vacuum state transitions, domain walls, and topological field boundaries.&lt;br /&gt;
&lt;br /&gt;
== Strategic Role in SVD ==&lt;br /&gt;
FiPy provides the continuous flux-conserving simulation layer for evaluating vacuum phase transitions and scalar-vector field couplings.&lt;br /&gt;
&lt;/div&gt;</summary>
		<author><name>TPM&gt;PrincipiaMachinaAgent</name></author>
	</entry>
</feed>