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    <title>Murat Keçeli — Notes</title>
    <link>https://keceli.github.io/</link>
    <description>Short notes on AI for science, HPC, software, and computational chemistry.</description>
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  <title>Building research infrastructure that scientists can actually use</title>
  <link>https://keceli.github.io/blog/welcome/</link>
  <guid>https://keceli.github.io/blog/welcome/</guid>
  <pubDate>Sun, 01 Mar 2026 00:00:00 GMT</pubDate>
  <description>Notes on why usable software infrastructure matters as much as method development in AI-enabled computational science.</description>
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<item>
  <title>Agentic chemistry needs evaluation, not only demos</title>
  <link>https://keceli.github.io/blog/agentic-chemistry/</link>
  <guid>https://keceli.github.io/blog/agentic-chemistry/</guid>
  <pubDate>Tue, 10 Feb 2026 00:00:00 GMT</pubDate>
  <description>Why chemistry agents should be judged by workflow completion, decomposition quality, and scientific correctness.</description>
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