﻿<?xml version="1.0" encoding="utf-8" standalone="yes"?>
<?application progid="SMath Studio Desktop" version="0.98.6179.21440"?>
<regions>
  <settings>
    <identity>
      <id>0d0770ac-5f3c-4066-9481-5713802b0e75</id>
      <revision>2</revision>
    </identity>
    <calculation>
      <precision>3</precision>
      <exponentialThreshold>5</exponentialThreshold>
      <fractions>decimal</fractions>
    </calculation>
    <pageModel active="true" printAreas="true" simpleEqualsOnly="false" printBackgroundImages="true">
      <paper id="1" orientation="Portrait" width="850" height="1100" />
      <margins left="39" right="39" top="39" bottom="39" />
      <header alignment="Center" color="#a9a9a9">&amp;[DATE] &amp;[TIME] - &amp;[FILENAME]</header>
      <footer alignment="Center" color="#a9a9a9">&amp;[PAGENUM] / &amp;[COUNT]</footer>
      <backgrounds />
    </pageModel>
    <dependencies>
      <assembly name="SMath Studio Desktop" version="0.98.6179.21440" guid="a37cba83-b69c-4c71-9992-55ff666763bd" />
      <assembly name="Math Region" version="0.98.6179.21440" guid="02f1ab51-215b-466e-a74d-5d8b1cf85e8d" />
      <assembly name="Custom Functions" version="1.1.6281.4594" guid="18dadffd-79a3-4cf9-aee1-d66deb0ea720" />
      <assembly name="Special Functions" version="1.11.6179.21442" guid="2814e667-4e12-48b1-8d51-194e480eabc5" />
      <assembly name="Text Region" version="1.10.6179.21446" guid="485d28c5-349a-48b6-93be-12a35a1c1e39" />
      <assembly name="Writer Region" version="0.8.6150.16713" guid="5922d677-323f-4327-8c68-be902d8339ad" />
      <assembly name="Plot Region" version="1.9.6179.21450" guid="c451c2b5-798b-4f08-b9ec-b90963d1ddaa" />
    </dependencies>
    <mode debug="true" />
  </settings>
  <region id="0" left="45" top="27" width="135" height="189" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <description active="true" position="Top" lang="eng">
        <p>... GR-50-AA ...</p>
      </description>
      <input>
        <e type="operand">Ge</e>
        <e type="operand" style="string">Ω</e>
        <e type="operand" style="string">°K</e>
        <e type="operand">35000</e>
        <e type="operand">0.05</e>
        <e type="operand">2320</e>
        <e type="operand">0.1</e>
        <e type="operand">364.6</e>
        <e type="operand">0.2</e>
        <e type="operand">164</e>
        <e type="operand">0.3</e>
        <e type="operand">73.75</e>
        <e type="operand">0.5</e>
        <e type="operand">33.55</e>
        <e type="operand">1</e>
        <e type="operand">24.73</e>
        <e type="operand">1.4</e>
        <e type="operand">19.32</e>
        <e type="operand">2</e>
        <e type="operand">13.66</e>
        <e type="operand">4.2</e>
        <e type="operand">10</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="22">mat</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="1" left="261" top="27" width="222" height="41" border="true" color="#000000" bgColor="#ebebeb">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 20pt"><strong><span style="text-decoration: underline"><span style="color: Teal">Germanium RTD</span></span></strong></span></span></div></span>]]></writer>
  </region>
  <region id="2" left="261" top="81" width="474" height="104" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
    <text lang="eng">
      <p>https://www.lakeshore.com/Documents/LSTC_Germanium_l.pdfLake Shore germanium resistance temperature sensors are recognized as “Secondary Standard Thermometers” andhave been employed in the measurement of temperature from 0.05 K to 30 K for more than 40 years.</p>
    </text>
  </region>
  <region id="3" left="261" top="189" width="523" height="76" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
    <math optimize="2" fractionType="auto">
      <input>
        <e type="operand">data</e>
        <e type="operand">char</e>
        <e type="operand">size</e>
        <e type="operand">clr</e>
        <e type="function" args="4">plot</e>
        <e type="operand">k</e>
        <e type="operand">1</e>
        <e type="operand">data</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">r3</e>
        <e type="operand">k</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">char</e>
        <e type="operator" args="2">:</e>
        <e type="operand">r4</e>
        <e type="operand">k</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">size</e>
        <e type="operator" args="2">:</e>
        <e type="operand">r5</e>
        <e type="operand">k</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">clr</e>
        <e type="operator" args="2">:</e>
        <e type="operand">1</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="5">mat</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">data</e>
        <e type="operand">r3</e>
        <e type="operand">r4</e>
        <e type="operand">r5</e>
        <e type="function" preserve="true" args="4">augment</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="4" left="45" top="243" width="157" height="32" color="#000000" bgColor="#ffffff" fontSize="10">
    <math>
      <input>
        <e type="operand">Ge</e>
        <e type="operand">Ge</e>
        <e type="operand">2</e>
        <e type="operand">10</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">1</e>
        <e type="operand">2</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="function" preserve="true" args="3">el</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="5" top="297" color="#000000" bgColor="#ffffff">
    <area collapsed="true">
      <title lang="eng">
        <p>     About Quantum Computers     </p>
      </title>
    </area>
    <region id="6" left="45" top="324" width="723" height="449" border="true" color="#000000" bgColor="#ffffe1">
      <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">Quantum computing requires extremely cold temperatures, as sub-atomic particles must be as close as </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">possible to a stationary state to be measured. The cores of D-Wave quantum computers operate at -273 &#176;C, </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">which is 0.02 &#176;C away from absolute zero.Feb 23, 2018</span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">Reduction of the temperature of the computing environment below approximately 80mK is required for </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">the processor to function, and generally performance increases as temperature is lowered - </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">the lower the temperature, the better. The latest generation D-Wave 2000Q system has an operating </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">temperture of about 15 millikelvin. The QPU and parts of the input/output (I/O) system, comprising </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">roughly 10kg of material, is cooled to this temperature, which is approximately 180 times colder than</span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt"> interstellar space! Most of the physical volume of the current system is due to the large size of the </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">refrigeration system. The refrigeration system used to cool the processors is known as a </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt"><strong>dilution refrigerator.</strong></span></span></div>
<div style="font-family: 'Times New Roman'; font-size: 12pt">&nbsp;</div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">To reach the near-absolute zero temperatures at which the system operates, the refrigerators use <strong>liquid </strong></span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt"><strong>helium</strong> as a coolant. The type of refrigerator inside the D-Wave system is known as a &quot;dry&quot; dilution </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">refrigerator. This means that all the liquid helium resides inside a closed cycle system, where it is </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">recycled and recondensed using a pulse-tube technology. This makes them suited to remote deployment, </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">as there is no requirement for liquid helium replenishment on-site.</span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">The specialized equipment to allow cooling to these temperatures is available commercially and runs </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">reliably. The refrigeration technology is also mature enough that the system has a turnkey operation. </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">The computer can be cooled down to operating temperature within several hours, and once this temperature </span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 12pt">is reached remain cold for months or years.</span></span></div></span>]]></writer>
    </region>
    <region id="7" top="783" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
    </region>
  </region>
  <region id="8" top="819" color="#ff0000" bgColor="#ffffff">
    <area collapsed="true">
      <title lang="eng">
        <p>     Genfit Utilities     </p>
      </title>
    </area>
    <region id="9" left="81" top="864" width="523" height="76" border="true" color="#000000" bgColor="#ebebeb" fontSize="10">
      <math optimize="2" fractionType="auto">
        <input>
          <e type="operand">data</e>
          <e type="operand">char</e>
          <e type="operand">size</e>
          <e type="operand">clr</e>
          <e type="function" args="4">plot</e>
          <e type="operand">k</e>
          <e type="operand">1</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">r3</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">char</e>
          <e type="operator" args="2">:</e>
          <e type="operand">r4</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">size</e>
          <e type="operator" args="2">:</e>
          <e type="operand">r5</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">clr</e>
          <e type="operator" args="2">:</e>
          <e type="operand">1</e>
          <e type="operand">3</e>
          <e type="function" preserve="true" args="5">mat</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">data</e>
          <e type="operand">r3</e>
          <e type="operand">r4</e>
          <e type="operand">r5</e>
          <e type="function" preserve="true" args="4">augment</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="10" left="81" top="963" width="448" height="275" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
      <math decimalPlaces="6">
        <description active="true" position="Top" lang="eng">
          <p>Error stem plot for QuickPlot unicolor</p>
        </description>
        <input>
          <e type="operand">data</e>
          <e type="function" args="1">Error</e>
          <e type="operand">stemX</e>
          <e type="operand">1</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">stemX</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">data</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">data</e>
          <e type="operand">i</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">data</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">0</e>
          <e type="operand">2</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="6">mat</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand" style="string" />
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">stem</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="operand">1</e>
          <e type="operator" args="2">-</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">stem</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="bracket">(</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">0</e>
          <e type="operand">1</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="4">mat</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">V</e>
          <e type="operand">stem</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="operand">stem</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="operand">1</e>
          <e type="operator" args="2">-</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">V</e>
          <e type="operand">V</e>
          <e type="operand">stem</e>
          <e type="operand">j</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">V</e>
          <e type="operand">V</e>
          <e type="operand">data</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">row</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="operand">7</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="9">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="11" left="531" top="1053" width="264" height="122" border="true" color="#000000" bgColor="#ffffff" fontSize="10">
      <math optimize="2" decimalPlaces="4">
        <input>
          <e type="operand">L</e>
          <e type="operand">H</e>
          <e type="operand">N</e>
          <e type="function" args="3">xd</e>
          <e type="operand">U</e>
          <e type="operand">0</e>
          <e type="operator" args="2">:</e>
          <e type="operand">dx</e>
          <e type="operand">H</e>
          <e type="operand">L</e>
          <e type="operator" args="2">-</e>
          <e type="operand">N</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">N</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">U</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">L</e>
          <e type="operand">dx</e>
          <e type="operator" args="2">-</e>
          <e type="bracket">(</e>
          <e type="operand">dx</e>
          <e type="operand">i</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">U</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="12" left="531" top="1179" width="282" height="56" color="#000000" bgColor="#ffffff" fontSize="10">
      <text lang="eng">
        <p>Module xd(L,H,N) is a discretiserfor use in-situ  [user spec's]: range [L,H], density [N].</p>
      </text>
    </region>
    <region id="13" left="72" top="1251" width="443" height="365" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
      <math optimize="2" fractionType="fraction" decimalPlaces="4">
        <description active="true" position="Top" lang="eng">
          <p>Applicable parts are: Optimiz "numeric"</p>
        </description>
        <input>
          <e type="operand">XY</e>
          <e type="operand">f</e>
          <e type="operand">φ</e>
          <e type="operand">β</e>
          <e type="function" args="4">Minimize</e>
          <e type="operand">X</e>
          <e type="operand">XY</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operator" args="2">:</e>
          <e type="operand">Y</e>
          <e type="operand">XY</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operator" args="2">:</e>
          <e type="operand">n</e>
          <e type="operand">XY</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="operator" args="2">:</e>
          <e type="operand">k</e>
          <e type="operand">x</e>
          <e type="operand">β</e>
          <e type="function" args="2">φ</e>
          <e type="function" preserve="true" args="1">length</e>
          <e type="operand">1</e>
          <e type="operator" args="2">-</e>
          <e type="operator" args="2">:</e>
          <e type="operand" style="string">vx-&gt; raw initial vector fit</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">X</e>
          <e type="function" preserve="true" args="1">length</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">vx</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">X</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">β</e>
          <e type="function" args="2">f</e>
          <e type="function" preserve="true" args="1">eval</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand" style="string">M-&gt; Cholesky GradientMatrix</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operand">k</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">n</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">M</e>
          <e type="operand">i</e>
          <e type="operand">j</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">X</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">β</e>
          <e type="function" args="2">φ</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" preserve="true" args="1">eval</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand" style="string">CholeskySolver LeastSquares</e>
          <e type="operand">Φ</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">transpose</e>
          <e type="operand">M</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">:</e>
          <e type="operand">d</e>
          <e type="operand">M</e>
          <e type="function" preserve="true" args="1">transpose</e>
          <e type="operand">Y</e>
          <e type="operand">vx</e>
          <e type="operator" args="2">-</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">:</e>
          <e type="operand">Δβ</e>
          <e type="operand">Φ</e>
          <e type="operand">1</e>
          <e type="operator" args="1">-</e>
          <e type="operator" args="2">^</e>
          <e type="function" preserve="true" args="1">eval</e>
          <e type="operand">d</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">:</e>
          <e type="operand">b</e>
          <e type="operand">β</e>
          <e type="operand">Δβ</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="operand">13</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="15">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="14" left="513" top="1296" width="330" height="201" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
      <math fractionType="fraction" decimalPlaces="4">
        <description active="true" position="Top" lang="eng">
          <p>Vector gradient ... Optimiz Symbolic </p>
        </description>
        <input>
          <e type="operand">x</e>
          <e type="operand">β</e>
          <e type="operand">f</e>
          <e type="operand">n</e>
          <e type="function" args="4">φ</e>
          <e type="operand">ct</e>
          <e type="operand">1</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operand">n</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">PD</e>
          <e type="operand">ct</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">β</e>
          <e type="function" args="2">f</e>
          <e type="bracket">(</e>
          <e type="operand">β</e>
          <e type="operand">ct</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" preserve="true" args="2">diff</e>
          <e type="operator" args="2">:</e>
          <e type="operand" style="string">stack f(x,β) &amp; PD </e>
          <e type="operand">V</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">β</e>
          <e type="function" args="2">f</e>
          <e type="operator" args="2">:</e>
          <e type="operand">V</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">PD</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="operand">ct</e>
          <e type="operand">ct</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">V</e>
          <e type="operand">3</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="5">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="15" left="72" top="1647" width="491" height="231" border="true" color="#000000" bgColor="#ffffe1" fontSize="10">
      <math decimalPlaces="6">
        <description active="true" position="Top" lang="eng">
          <p>Bar plot unicolor style, bar width user.</p>
        </description>
        <input>
          <e type="operand">data</e>
          <e type="operand">dt</e>
          <e type="function" args="2">BarSize</e>
          <e type="operand">v</e>
          <e type="operand">data</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operator" args="2">:</e>
          <e type="operand">t</e>
          <e type="operand">v</e>
          <e type="function" args="2">bar</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">-</e>
          <e type="operand">0</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">-</e>
          <e type="operand">v</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">+</e>
          <e type="operand">v</e>
          <e type="operand">t</e>
          <e type="operand">dt</e>
          <e type="operator" args="2">+</e>
          <e type="operand">0</e>
          <e type="operand">4</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="10">mat</e>
          <e type="operator" args="2">:</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operand">data</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="function" preserve="true" args="2">range</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="operator" args="2">≡</e>
          <e type="operand">B</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="function" args="2">bar</e>
          <e type="operator" args="2">:</e>
          <e type="operand">B</e>
          <e type="operand">B</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="operand">data</e>
          <e type="operand">j</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="3">el</e>
          <e type="function" args="2">bar</e>
          <e type="function" preserve="true" args="2">stack</e>
          <e type="operator" args="2">:</e>
          <e type="function" preserve="true" args="3">if</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="3">line</e>
          <e type="function" preserve="true" args="3">for</e>
          <e type="operand">B</e>
          <e type="operand">4</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="6">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="16" top="1980" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
    </region>
  </region>
  <region id="17" top="2016" color="#000000" bgColor="#ffffff">
    <area collapsed="true">
      <title lang="eng">
        <p>     Genfit Germanium     </p>
      </title>
    </area>
    <region id="18" left="72" top="2061" width="634" height="85" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">α</e>
          <e type="operand">5</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">α</e>
          <e type="operand">6</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="function" preserve="true" args="1">sqrt</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">+</e>
          <e type="bracket">(</e>
          <e type="operand">x</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">nthroot</e>
          <e type="operator" args="2">*</e>
          <e type="operand">α</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">+</e>
          <e type="bracket">(</e>
          <e type="operand">x</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">nthroot</e>
          <e type="bracket">(</e>
          <e type="operand">9</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">*</e>
          <e type="operand">α</e>
          <e type="operand">3</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">7</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">2</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">+</e>
          <e type="bracket">(</e>
          <e type="operand">x</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">nthroot</e>
          <e type="bracket">(</e>
          <e type="operand">9</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">*</e>
          <e type="operand">α</e>
          <e type="operand">4</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">4</e>
          <e type="function" preserve="true" args="2">nthroot</e>
          <e type="bracket">(</e>
          <e type="operand">13</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">nthroot</e>
          <e type="bracket">(</e>
          <e type="operand">27</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">*</e>
          <e type="operator" args="2">+</e>
          <e type="operand">x</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">nthroot</e>
          <e type="bracket">(</e>
          <e type="operand">27</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
        </input>
      </math>
    </region>
    <region id="19" left="72" top="2169" width="528" height="58" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">x</e>
          <e type="operand">α</e>
          <e type="function" args="2">f</e>
          <e type="operand">α</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">α</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">1.125</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">3</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">2.25</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">4</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">3.375</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">5</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">1</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">6</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">0.5</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">7</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">0.25</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operand">α</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">x</e>
          <e type="operand">0.125</e>
          <e type="operator" args="2">^</e>
          <e type="operator" args="2">/</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="20" left="72" top="2232" width="179" height="26" color="#000000" bgColor="#ebd7ff" fontSize="10">
      <math fractionType="fraction" decimalPlaces="4">
        <description active="true" position="Right" lang="eng">
          <p>&lt;= ConjugateGradient Vector Fnct</p>
        </description>
        <input>
          <e type="operand">x</e>
          <e type="operand">α</e>
          <e type="function" args="2">φ</e>
          <e type="operand">x</e>
          <e type="operand">α</e>
          <e type="operand">f</e>
          <e type="operand">8</e>
          <e type="function" args="4">φ</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="21" left="72" top="2277" width="292" height="131" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <input>
          <e type="operand">X</e>
          <e type="operand">Ge</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operator" args="2">:</e>
          <e type="operand">Y</e>
          <e type="operand">Ge</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="2">col</e>
          <e type="operator" args="2">:</e>
          <e type="operand">1</e>
          <e type="operand">2</e>
          <e type="function" preserve="true" args="4">mat</e>
          <e type="operand">XY</e>
          <e type="operand">X</e>
          <e type="operand">Y</e>
          <e type="function" preserve="true" args="2">augment</e>
          <e type="operator" args="2">:</e>
          <e type="operand">data</e>
          <e type="operand">Ge</e>
          <e type="operand" style="string">o</e>
          <e type="operand">5</e>
          <e type="operand" style="string">black</e>
          <e type="function" args="4">plot</e>
          <e type="operator" args="2">:</e>
          <e type="operand">n</e>
          <e type="operand">Ge</e>
          <e type="function" preserve="true" args="1">rows</e>
          <e type="operator" args="2">:</e>
          <e type="operand">x</e>
          <e type="function" args="1">c</e>
          <e type="operand">1</e>
          <e type="operand">13.66</e>
          <e type="operand">x</e>
          <e type="operator" args="2">≤</e>
          <e type="bracket">(</e>
          <e type="operand">x</e>
          <e type="operand">35000</e>
          <e type="operator" args="2">≤</e>
          <e type="bracket">(</e>
          <e type="operator" args="2">&amp;</e>
          <e type="operand" style="string" />
          <e type="function" preserve="true" args="3">cases</e>
          <e type="operator" args="2">:</e>
          <e type="operand">5</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="7">sys</e>
        </input>
      </math>
    </region>
    <region id="22" left="72" top="2421" width="311" height="171" border="true" color="#000000" bgColor="#ffe1e1" fontSize="10">
      <math optimize="2" decimalPlaces="4">
        <input>
          <e type="operand">α</e>
          <e type="operand">α</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">1</e>
          <e type="operand">8</e>
          <e type="function" preserve="true" args="10">mat</e>
          <e type="function" preserve="true" args="1">transpose</e>
          <e type="operator" args="2">:</e>
          <e type="operand">iter</e>
          <e type="operand">9</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">iter</e>
          <e type="operator" args="2">≤</e>
          <e type="operand">α</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operand">XY</e>
          <e type="operand">f</e>
          <e type="operand">φ</e>
          <e type="operand">α</e>
          <e type="operand">i</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="function" args="4">Minimize</e>
          <e type="operator" args="2">:</e>
          <e type="operand">i</e>
          <e type="operand">i</e>
          <e type="operand">1</e>
          <e type="operator" args="2">+</e>
          <e type="operator" args="2">:</e>
          <e type="operand">2</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="4">line</e>
          <e type="function" preserve="true" args="2">while</e>
          <e type="operand">α</e>
          <e type="operand">α</e>
          <e type="operand">iter</e>
          <e type="function" preserve="true" args="2">el</e>
          <e type="operator" args="2">:</e>
          <e type="operand">5</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="7">line</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="23" left="414" top="2421" width="43" height="24" color="#000000" bgColor="#ffffff" fontSize="10">
      <math>
        <description active="true" position="Right" lang="eng">
          <p>assign to isolate</p>
        </description>
        <input>
          <e type="operand">α</e>
          <e type="operand">α</e>
          <e type="operator" args="2">:</e>
        </input>
      </math>
    </region>
    <region id="24" left="414" top="2457" width="230" height="153" color="#000000" bgColor="#ffe1e1" fontSize="10">
      <math>
        <input>
          <e type="operand">α</e>
          <e type="operand">α</e>
          <e type="operand">4</e>
          <e type="function" preserve="true" args="2">round</e>
          <e type="function" preserve="true" args="1">vectorize</e>
          <e type="operator" args="2">:</e>
        </input>
        <result action="numeric">
          <e type="operand">3.844</e>
          <e type="operator" args="1">-</e>
          <e type="operand">2401.821</e>
          <e type="operand">5401.639</e>
          <e type="operator" args="1">-</e>
          <e type="operand">52172.807</e>
          <e type="operand">1901.257</e>
          <e type="operator" args="1">-</e>
          <e type="operand">172.7</e>
          <e type="operand">82.887</e>
          <e type="operator" args="1">-</e>
          <e type="operand">33.532</e>
          <e type="operand">8</e>
          <e type="operand">1</e>
          <e type="function" preserve="true" args="10">mat</e>
        </result>
      </math>
    </region>
    <region id="25" top="2628" color="#000000" bgColor="#ffffff">
      <area terminator="true" />
    </region>
  </region>
  <region id="26" left="63" top="2655" width="322" height="120" border="true" color="#000000" bgColor="#e1ffff" fontSize="10">
    <math optimize="2" decimalPlaces="6">
      <description active="true" position="Top" lang="eng">
        <p>Conformity from absolute residuals</p>
      </description>
      <input>
        <e type="operand">δ</e>
        <e type="operand">i</e>
        <e type="operand">1</e>
        <e type="operand">Ge</e>
        <e type="function" preserve="true" args="1">rows</e>
        <e type="function" preserve="true" args="2">range</e>
        <e type="operand">Δ</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">Y</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">X</e>
        <e type="operand">i</e>
        <e type="function" preserve="true" args="2">el</e>
        <e type="operand">α</e>
        <e type="function" args="2">f</e>
        <e type="operator" args="2">-</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="2">round</e>
        <e type="function" preserve="true" args="1">eval</e>
        <e type="operator" args="2">:</e>
        <e type="function" preserve="true" args="3">for</e>
        <e type="operand">Ge</e>
        <e type="operand">X</e>
        <e type="operand">Y</e>
        <e type="operand">Δ</e>
        <e type="function" preserve="true" args="3">augment</e>
        <e type="operator" args="2">:</e>
        <e type="operand">Header</e>
        <e type="operand" style="string">Ω</e>
        <e type="operand" style="string">°K</e>
        <e type="operand" style="string">Δ°K</e>
        <e type="operand">1</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="5">mat</e>
        <e type="operator" args="2">:</e>
        <e type="operand">Header</e>
        <e type="operand">Ge</e>
        <e type="function" preserve="true" args="2">stack</e>
        <e type="operand">4</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="6">line</e>
        <e type="operator" args="2">:</e>
      </input>
    </math>
  </region>
  <region id="27" left="396" top="2718" width="276" height="57" color="#000000" bgColor="#e1ffff">
    <writer lang="eng"><![CDATA[<span style="font-family: 'Arial'; font-size: 10pt; font-weight: normal; font-style: normal; color: Black; background-color: Transparent; text-align: left; line-height: 115%">
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 14pt"><strong><span style="text-decoration: underline"><span style="color: Red">Observe</span></span><span style="color: Red"> . . .</span> </strong></span><span style="font-size: 12pt"> </span><span style="font-size: 14pt"><strong>@ 4.2 &#176;K, switch to  T</strong></span></span></div>
<div><span style="font-family: 'Times New Roman'"><span style="font-size: 14pt"><strong>                         or Pt100 subcryo .</strong></span></span></div></span>]]></writer>
  </region>
  <region id="28" left="63" top="2808" width="593" height="322" color="#000000" bgColor="#ffffff" fontSize="10" showInputData="False">
    <plot type="2d" render="lines" scale_x="5.92429860246077" scale_y="0.240073135793363" scale_z="1.42226494286899" rotate_x="0" rotate_y="0" rotate_z="0" transpose_x="-249" transpose_y="-131" transpose_z="0">
      <description active="true" position="Top" lang="eng">
        <p>Quick linfit  GR-50-AA ... a most remarkable fit  ± 0.001°K</p>
      </description>
      <input>
        <e type="operand">data</e>
        <e type="operand">x</e>
        <e type="operand">α</e>
        <e type="function" args="2">f</e>
        <e type="operand">x</e>
        <e type="function" args="1">c</e>
        <e type="operator" args="2">*</e>
        <e type="operand">2</e>
        <e type="operand">1</e>
        <e type="function" preserve="true" args="4">sys</e>
      </input>
    </plot>
  </region>
  <region id="29" left="495" top="2853" width="226" height="229" color="#ffff00" bgColor="#010101" fontSize="12">
    <math>
      <input>
        <e type="operand">δ</e>
      </input>
      <result action="numeric">
        <e type="operand" style="string">Ω</e>
        <e type="operand" style="string">°K</e>
        <e type="operand" style="string">Δ°K</e>
        <e type="operand">35000</e>
        <e type="operand">0.05</e>
        <e type="operand">0</e>
        <e type="operand">2320</e>
        <e type="operand">0.1</e>
        <e type="operand">0</e>
        <e type="operand">364.6</e>
        <e type="operand">0.2</e>
        <e type="operand">0</e>
        <e type="operand">164</e>
        <e type="operand">0.3</e>
        <e type="operand">0.001</e>
        <e type="operand">73.75</e>
        <e type="operand">0.5</e>
        <e type="operand">0.001</e>
        <e type="operator" args="1">-</e>
        <e type="operand">33.55</e>
        <e type="operand">1</e>
        <e type="operand">0.001</e>
        <e type="operand">24.73</e>
        <e type="operand">1.4</e>
        <e type="operand">0.001</e>
        <e type="operator" args="1">-</e>
        <e type="operand">19.32</e>
        <e type="operand">2</e>
        <e type="operand">0</e>
        <e type="operand">13.66</e>
        <e type="operand">4.2</e>
        <e type="operand">0</e>
        <e type="operand">10</e>
        <e type="operand">3</e>
        <e type="function" preserve="true" args="32">mat</e>
      </result>
    </math>
  </region>
</regions>