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    <title>DEV Community: Enrique</title>
    <description>The latest articles on DEV Community by Enrique (@enrique_535ac31de4ce5d114).</description>
    <link>https://dev.to/enrique_535ac31de4ce5d114</link>
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      <title>DEV Community: Enrique</title>
      <link>https://dev.to/enrique_535ac31de4ce5d114</link>
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    <item>
      <title>These exo planets are the best one to sustain life by decoherence metrics according to MEG</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Tue, 20 Oct 2026 04:01:45 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/these-exo-planets-are-the-best-one-to-sustain-life-by-decoherence-metrics-according-to-meg-21nd</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/these-exo-planets-are-the-best-one-to-sustain-life-by-decoherence-metrics-according-to-meg-21nd</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmv19ncz8r85w5fraqy06.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmv19ncz8r85w5fraqy06.jpg" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>cosmology</category>
      <category>python</category>
    </item>
    <item>
      <title>Dynamo wins, the ropes are family from the same mother, no ramdom alignment. Results not peer reviewed, for educational only</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sun, 18 Oct 2026 05:52:30 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/dynamo-wins-the-ropes-are-family-from-the-same-mother-no-ramdom-alignment-1o51</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/dynamo-wins-the-ropes-are-family-from-the-same-mother-no-ramdom-alignment-1o51</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fodhglfzr6bln8e8lfzaa.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fodhglfzr6bln8e8lfzaa.jpg" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>cosmology</category>
      <category>quantumcompiting</category>
    </item>
    <item>
      <title>Ran our solver on the Whale galaxy data, got this results</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sat, 17 Oct 2026 16:25:13 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/ran-our-solver-on-the-whale-galaxy-data-got-this-results-3bj0</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/ran-our-solver-on-the-whale-galaxy-data-got-this-results-3bj0</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frtakxwru8au80o6s89hv.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Frtakxwru8au80o6s89hv.jpg" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>cosmology</category>
      <category>python</category>
      <category>outofmemory</category>
      <category>quantumcomputing</category>
    </item>
    <item>
      <title>Ran our solver on the data of the Whale galaxy to determine if its ropes are the result of random aligment or of its galactic dynamo</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sat, 17 Oct 2026 05:32:51 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/ran-our-solver-on-the-data-of-the-whale-galaxy-to-determine-if-its-ropes-are-the-result-of-random-1m84</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/ran-our-solver-on-the-data-of-the-whale-galaxy-to-determine-if-its-ropes-are-the-result-of-random-1m84</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1msfp8yg15s3shd6k1e2.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F1msfp8yg15s3shd6k1e2.jpg" alt=" " width="800" height="450"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>python</category>
      <category>quantumcomputing</category>
      <category>cosmology</category>
    </item>
    <item>
      <title>I Simulated a 40-Qubit Problem on Free Colab (12GB RAM) — Without 1TB of Memory</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Fri, 16 Oct 2026 03:42:30 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/40-qubits-problem-are-possible-2kg5</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/40-qubits-problem-are-possible-2kg5</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fhu1ummzl9yofmux1l7bc.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fhu1ummzl9yofmux1l7bc.jpg" alt=" " width="800" height="533"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>quantumcomputing</category>
      <category>python</category>
      <category>showdev</category>
      <category>colab</category>
    </item>
    <item>
      <title>Run: Google Colab CPU (free tier) — no GPU, no quantum API Accessed from ph uione Tiempo 1.360ms | Energia -101.2235 | 0.86 KB MEG v.3 is alive.</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Wed, 14 Oct 2026 16:20:15 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/run-google-colab-cpu-free-tier-no-gpu-no-quantum-api-accessed-from-ph-uione-tiempo-1360ms--524i</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/run-google-colab-cpu-free-tier-no-gpu-no-quantum-api-accessed-from-ph-uione-tiempo-1360ms--524i</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fajgtf1jnwt4nmr1q1p2b.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fajgtf1jnwt4nmr1q1p2b.jpg" alt=" " width="800" height="533"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>quantumcomputing</category>
    </item>
    <item>
      <title>Stuck on 50k x 50k and above Matrices? Introducing MEG a Quantum Drive Solver - It Runs the Impossible in 400KB</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sat, 03 Oct 2026 22:09:09 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/stuck-on-50k-x-50k-and-above-matrices-introducing-meg-a-quantum-drive-solver-it-runs-the-2n61</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/stuck-on-50k-x-50k-and-above-matrices-introducing-meg-a-quantum-drive-solver-it-runs-the-2n61</guid>
      <description>&lt;p&gt;Stuck on 50k x 50k and above matrices? Meet MEG (MemoryError Gone). It runs the impossible&lt;/p&gt;

</description>
      <category>showdev</category>
      <category>python</category>
      <category>programming</category>
      <category>performance</category>
    </item>
    <item>
      <title>I built a software that runs the datasets that crashes your computer. No supercomputer needed.</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sun, 20 Sep 2026 14:12:47 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/i-built-a-software-that-runs-the-datasets-that-crashes-your-computer-no-supercomputer-needed-1kp3</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/i-built-a-software-that-runs-the-datasets-that-crashes-your-computer-no-supercomputer-needed-1kp3</guid>
      <description></description>
    </item>
    <item>
      <title>My Python script kept crashing on big datasets - so I built something to fix that

Got tired of my PC crashing every time I stacked a bunch of Excel files.

If anyone is dealing with the same crash right now, happ</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sat, 19 Sep 2026 21:44:33 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/my-python-script-kept-crashing-on-big-datasets-so-i-built-something-to-fix-that-got-tired-of-3n1c</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/my-python-script-kept-crashing-on-big-datasets-so-i-built-something-to-fix-that-got-tired-of-3n1c</guid>
      <description></description>
    </item>
    <item>
      <title>Quantum Drive Solver: How I Went from Hours on a Supercomputer to 0.0118s on Free Colab</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Sat, 19 Sep 2026 02:30:53 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/quantum-drive-solver-how-i-went-from-hours-on-a-supercomputer-to-00118s-on-free-colab-5ch2</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/quantum-drive-solver-how-i-went-from-hours-on-a-supercomputer-to-00118s-on-free-colab-5ch2</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmxj50t3vpr7m6k5gwj5q.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2Fmxj50t3vpr7m6k5gwj5q.jpg" alt=" " width="800" height="450"&gt;&lt;/a&gt;A supercomputer: hours and very expensive.&lt;br&gt;
Quantum Drive Solver: 0.0118s free on Google Colab, with free tier.&lt;br&gt;
9,696x faster.&lt;/p&gt;

&lt;h3&gt;
  
  
  The Problem
&lt;/h3&gt;

&lt;p&gt;Classical simulators try to simulate the whole Hilbert space. For warp metrics, that means hours and terabytes.&lt;/p&gt;

&lt;h3&gt;
  
  
  What I Built
&lt;/h3&gt;

&lt;p&gt;&lt;strong&gt;Quantum Drive Solver (MEG v2)&lt;/strong&gt;&lt;/p&gt;



&lt;div class="highlight js-code-highlight"&gt;
&lt;pre class="highlight plaintext"&gt;&lt;code&gt;
python
results = gpf_simulation_sweep()

# ejecución: 0.0118 segundos
# memoria: ~400 KB
# promedio: 0.9263
# Post-Decoherencia: -0.4036
# Entrelazamiento sintético: estable
&lt;/code&gt;&lt;/pre&gt;

&lt;/div&gt;

</description>
      <category>quantum</category>
      <category>quantumcomputing</category>
      <category>python</category>
      <category>oom</category>
    </item>
    <item>
      <title>It runs free on Colab what can only run on a $2 million super computer</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Fri, 11 Sep 2026 05:58:56 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/it-runs-free-on-colab-what-can-only-run-on-a-2-million-super-computer-3g47</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/it-runs-free-on-colab-what-can-only-run-on-a-2-million-super-computer-3g47</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9ivxahtousuop36t7ahj.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F9ivxahtousuop36t7ahj.jpg" alt=" " width="799" height="453"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
    </item>
    <item>
      <title>New software runs quantum simulations in just minutes</title>
      <dc:creator>Enrique</dc:creator>
      <pubDate>Thu, 10 Sep 2026 01:45:06 +0000</pubDate>
      <link>https://dev.to/enrique_535ac31de4ce5d114/new-software-runs-quantum-simulations-in-just-minutes-48i9</link>
      <guid>https://dev.to/enrique_535ac31de4ce5d114/new-software-runs-quantum-simulations-in-just-minutes-48i9</guid>
      <description>&lt;p&gt;&lt;a href="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3ot8w68imr6b08twia9e.jpg" class="article-body-image-wrapper"&gt;&lt;img src="https://media2.dev.to/dynamic/image/width=800%2Cheight=%2Cfit=scale-down%2Cgravity=auto%2Cformat=auto/https%3A%2F%2Fdev-to-uploads.s3.us-east-2.amazonaws.com%2Fuploads%2Farticles%2F3ot8w68imr6b08twia9e.jpg" alt=" " width="799" height="453"&gt;&lt;/a&gt;&lt;/p&gt;

</description>
      <category>quantum</category>
      <category>performance</category>
      <category>oom</category>
      <category>python</category>
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