<?xml version="1.0" encoding="UTF-8"?>
<urlset xmlns="http://www.sitemaps.org/schemas/sitemap/0.9" xmlns:image="http://www.google.com/schemas/sitemap-image/1.1" xmlns:xhtml="http://www.w3.org/1999/xhtml" xmlns:video="http://www.google.com/schemas/sitemap-video/1.1">
  <url>
    <loc>https://www.shrunal.com/research-projects</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-04-28</lastmod>
  </url>
  <url>
    <loc>https://www.shrunal.com/research-projects/Blog Post Title One-3zaa9-zlxng-67tfc-9kg45</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-04-16</lastmod>
  </url>
  <url>
    <loc>https://www.shrunal.com/research-projects/spectral-embedding</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-04-16</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/69cfde37798e0f7d8a9c807a/d8f2627c-c575-47a1-bb61-9f47b7335341/sample_splicing+%281%29.png</image:loc>
      <image:title>Research Projects - Dependence of Microstructure Classification Accuracy on Crystallographic Data Representation - Make it stand out</image:title>
      <image:caption>Whatever it is, the way you tell your story online can make all the difference.</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.shrunal.com/research-projects/phc</loc>
    <changefreq>monthly</changefreq>
    <priority>0.5</priority>
    <lastmod>2026-04-28</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/69cfde37798e0f7d8a9c807a/d491a18b-9ca3-4390-bc48-710428190a77/PHC_visual.png</image:loc>
      <image:title>Research Projects - Classification of Histopathology Slides with Persistent Homology Convolutions - Make it stand out</image:title>
      <image:caption>Our preprocessing pipeline for image classification using PHC. Every subimage undergoes several subtasks used to quantify the shape and arrangement of cells. The data is then collated and used for training. Left: Pathology slides from an Osteosarcoma image dataset (Leavey et al., 2019; Arunachalam et al., 2019)</image:caption>
    </image:image>
  </url>
  <url>
    <loc>https://www.shrunal.com/home</loc>
    <changefreq>daily</changefreq>
    <priority>1.0</priority>
    <lastmod>2026-05-21</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/69cfde37798e0f7d8a9c807a/623c678f-a24e-46ec-8abb-235ce4ff1d80/equation+%287%29.png</image:loc>
    </image:image>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/69cfde37798e0f7d8a9c807a/a3709dcf-a7fa-41e0-ae7b-a5ee59c41dd9/IMG_7645.jpeg</image:loc>
    </image:image>
  </url>
  <url>
    <loc>https://www.shrunal.com/contact</loc>
    <changefreq>daily</changefreq>
    <priority>0.75</priority>
    <lastmod>2026-04-29</lastmod>
    <image:image>
      <image:loc>https://images.squarespace-cdn.com/content/v1/69cfde37798e0f7d8a9c807a/f9919ed6-59db-4a81-b547-7d3e9fb15bb9/000397090009.jpeg</image:loc>
    </image:image>
  </url>
</urlset>

