Abdulaziz Alkharjy

بعد أكاديمية كاوست

Abdulaziz became a Data Scientist at MOZN, announced in August 2026, after finishing studies at King Saud University in September 2025.

المشروع الصيفي

تخصص الذكاء الاصطناعي · دفعة 2025

Machine Learning to Uncover the Oldest Light: U-Net Segmentation for Glitch Detection in Atacama Cosmology Telescope Data

The project develops and benchmarks advanced deep-learning modules that automatically clean and reconstruct the multi-terabyte timestreams recorded by the Simons Observatory and its precursor, the Atacama Cosmology Telescope. By suppressing instrumental noise and classifying foreground galaxies and stars, these models generate high-fidelity CMB maps while flagging potential astrophysical transients such as flaring stars and gamma-ray bursts. The work integrates convolutional, attention-based, and multi-modal techniques into the observatory’s production data-processing pipeline, laying the groundwork for scalable, real-time analysis of petabyte-scale cosmological data.

المشرف: Adam Hincks

اقرأ التقرير النهائي (PDF)

اطّلع عليه في تقرير البرنامج (PDF)

مع أكاديمية كاوست

جميع الخريجين

هل تريد تحديث بياناتك أو حذفها؟ تواصل معنا.