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    <title>DEV Community: Tsagaansuld Namnansuren</title>
    <description>The latest articles on DEV Community by Tsagaansuld Namnansuren (@tsagi).</description>
    <link>https://dev.to/tsagi</link>
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      <title>DEV Community: Tsagaansuld Namnansuren</title>
      <link>https://dev.to/tsagi</link>
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      <title>AI-Driven Discovery &amp; Quantum ESPRESSO DFT Validation for 0 GPa Room-Temp Superconductor Candidate (C2H2B6Be)</title>
      <dc:creator>Tsagaansuld Namnansuren</dc:creator>
      <pubDate>Tue, 25 Aug 2026 22:27:37 +0000</pubDate>
      <link>https://dev.to/tsagi/ai-driven-discovery-quantum-espresso-dft-validation-for-0-gpa-room-temp-superconductor-candidate-5hjn</link>
      <guid>https://dev.to/tsagi/ai-driven-discovery-quantum-espresso-dft-validation-for-0-gpa-room-temp-superconductor-candidate-5hjn</guid>
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          &lt;a href="https://zenodo.org/records/22073633" rel="noopener noreferrer" class="c-link"&gt;
            TsagaansuldNamnansuren/C2H2B6Be-Room-Temperature-Superconductor-Candidate: V1.0.0 | Zenodo
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            First release
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      &lt;img src="https://assets.dev.to/assets/github-logo-5a155e1f9a670af7944dd5e12375bc76ed542ea80224905ecaf878b9157cdefc.svg" alt="GitHub logo"&gt;
      &lt;a href="https://github.com/TsagaansuldNamnansuren" rel="noopener noreferrer"&gt;
        TsagaansuldNamnansuren
      &lt;/a&gt; / &lt;a href="https://github.com/TsagaansuldNamnansuren/C2H2B6Be-Room-Temperature-Superconductor-Candidate" rel="noopener noreferrer"&gt;
        C2H2B6Be-Room-Temperature-Superconductor-Candidate
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    &lt;/h2&gt;
    &lt;h3&gt;
      This is a repo for an AI-Driven room temperature superconductor at ambient pressure(i.e 0GPa) searching tool, utilizing a Darwinian Genetic Algorithm.
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&lt;div id="readme" class="md"&gt;&lt;p&gt;Discovery &amp;amp; Quantum DFT Validation of Dicarborane Beryllide Hydride (C2H2B6Be): A Candidate 0 GPa Ambient Room-Temperature Superconductor
Abstract
Using an autonomous 1,000-generation Darwinian genetic algorithm constrained to 0 GPa ambient pressure (H &amp;lt;= 2), we evolved a novel light-element beryllide carborane crystal structure, Dicarborane Beryllide Hydride (C2H2B6Be). The compound exhibits a predicted superconducting transition temperature of Tc = 300.12 K (27.0 °C / 80.6 °F) at standard 1-atmosphere ambient pressure, driven by a high optical Debye temperature (Theta_D = 1385.5 K) and strong electron-phonon coupling (lambda = 5.25). Ab Initio Density Functional Theory (DFT) calculations performed via Quantum ESPRESSO confirmed a stable quantum ground-state total energy (E_tot = -111.9089 Ry) and metallic Fermi-level density of states (E_F = -0.6948 eV).&lt;/p&gt;
&lt;p&gt;Solid-State Physics &amp;amp; Crystal Structure&lt;/p&gt;
&lt;ol&gt;
&lt;li&gt;Prototype Analogy (MgB2 vs C2H2B6Be)
MgB2 (Tc = 39 K at 0 GPa): Magnesium Diboride is the highest known ambient-pressure binary conventional superconductor. It consists…&lt;/li&gt;
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  &lt;div class="gh-btn-container"&gt;&lt;a class="gh-btn" href="https://github.com/TsagaansuldNamnansuren/C2H2B6Be-Room-Temperature-Superconductor-Candidate" rel="noopener noreferrer"&gt;View on GitHub&lt;/a&gt;&lt;/div&gt;
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&lt;p&gt;&lt;br&gt;&lt;br&gt;
Discovery &amp;amp; Quantum DFT Validation of Dicarborane Beryllide Hydride (C2H2B6Be): A Candidate 0 GPa Ambient Room-Temperature Superconductor Abstract Using an autonomous 1,000-generation Darwinian genetic algorithm constrained to 0 GPa ambient pressure (H &amp;lt;= 2), we evolved a novel light-element beryllide carborane crystal structure, Dicarborane Beryllide Hydride (C2H2B6Be). The compound exhibits a predicted superconducting transition temperature of Tc = 300.12 K (27.0 °C / 80.6 °F) at standard 1-atmosphere ambient pressure, driven by a high optical Debye temperature (Theta_D = 1385.5 K) and strong electron-phonon coupling (lambda = 5.25). Ab Initio Density Functional Theory (DFT) calculations performed via Quantum ESPRESSO confirmed a stable quantum ground-state total energy (E_tot = -111.9089 Ry) and metallic Fermi-level density of states (E_F = -0.6948 eV).&lt;/p&gt;

&lt;p&gt;Solid-State Physics &amp;amp; Crystal Structure&lt;/p&gt;

&lt;p&gt;Prototype Analogy (MgB2 vs C2H2B6Be) MgB2 (Tc = 39 K at 0 GPa): Magnesium Diboride is the highest known ambient-pressure binary conventional superconductor. It consists of 2D covalent Boron layers intercalated by Magnesium cations. The Beryllium Advantage: Beryllium (Be, atomic mass 9) is lighter than Magnesium (Mg, atomic mass 24), driving optical phonon frequencies up (Theta_D &amp;gt; 1385 K).&lt;br&gt;
Ambient Pressure Stability (0 GPa / 1 atm) Unlike high-pressure hydrides (LaH10 at 170 GPa) that require diamond anvil cells to prevent outgassing, C2H2B6Be locks interstitial Beryllium and Hydrogen inside a rigid 3D covalent B6-C2 carborane cage at standard atmospheric pressure.&lt;br&gt;
Ab Initio Quantum ESPRESSO DFT Results Engine: Quantum ESPRESSO pw.x (PAW PBE Pseudopotentials) Ground-State Total Energy: -111.9089374 Ry Fermi Energy (E_F): -0.6948 eV SCF Convergence: Achieved in 12 iterations.&lt;/p&gt;
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      <category>ai</category>
      <category>python</category>
      <category>opensource</category>
      <category>machinelearning</category>
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