{
  "id": 614170,
  "title": "Real-time X-ray data analysis with DONUT accelerates materials science",
  "url": "https://urgent.news/2026/08/11/real-time-x-ray-data-analysis-with-donut-accelerates-materials-science",
  "topic": "science",
  "section": "Science",
  "published": "2026-08-11T23:20:01.000Z",
  "source": {
    "name": "Phys.org",
    "slug": "phys-org",
    "url": "https://phys.org/news/2026-08-real-ray-analysis-donut-materials.html"
  },
  "original_language": "en",
  "account": null,
  "summary": "What if scientists could get a taste of discovery as soon as their experiment finishes? Thanks to a new machine learning tool called DONUT, researchers at the U.S. Department of Energy's (DOE) Argonne National Laboratory are transforming how experiments are run at the Advanced Photon Source (APS), a DOE Office of Science user facility.",
  "key_points": [],
  "editors_take": null,
  "illustration": null,
  "coverage": {
    "outlets": 2,
    "also_reported_by": [
      {
        "outlet": "Phys.org",
        "title": "X-ray analysis reveals the inner life of leaves while advancing engineering efforts to reduce 'crop sweat'",
        "url": "https://urgent.news/2026/08/11/x-ray-analysis-reveals-the-inner-life-of-leaves-while-advancing",
        "published": "2026-08-11T21:50:01.000Z"
      }
    ]
  },
  "ai_generated": true,
  "disclaimer": "Summaries, key points and the editor’s take are written by software from other outlets’ reporting and may contain errors — always check the linked original."
}