Aug 19 – 20, 2024
Laurentian University
Canada/Eastern timezone

Machine Learning Meets Ancient Geology in the search for dark matter

Aug 20, 2024, 1:45 PM
10m
Classroom Building, Room C-203 (Laurentian University)

Classroom Building, Room C-203

Laurentian University

Speaker

Sharleen Chebet

Description

Ancient rocks are often found deep within the Earth’s crust, have been untouched for millennia. Over time, they may have accumulated minuscule amounts of dark matter particles.By analyzing these ancient minerals, scientists hope to detect traces of dark matter interactions; these ancient rocks invaluable as “paleo detectors.” By using LA-ICP-MS to analyze rocks like olivine and galena, we can collect trace element data. Which when applied to machine learning models can quantify the inteference from trace elements like Uranium and Thorium(whose radioactive decay mimics the signals that researchers are trying to detect from dark matter particles.)

What area of study best describes your talk? Engineering

Primary author

Sharleen Chebet

Presentation materials