Luis Sanchez

My research:

I work on xenon Time Projection Chamber (TPC) experiments aimed at finding dark matter, particularly Weakly Interacting Massive Particles (WIMPs), such as the XENONnT detector. Additionally, I work with smaller TPCs designed to test this technology. My main focus is on using unsupervised neural networks for signal classification. Previously, I also maintained our metadata management software.

My expertise is:

My expertise are on unsupervised neural networks and metadata management.

A problem I’m grappling with:

A current challenge I’m facing is finding a method to extract quantitative information from a small TPC experiment where no simulation data is available.

I’ve got my eyes on:

I aim to start working on software designed to aid physics experiments.

I want to know more about:

I want to learn more about designing software for experiments, and I am keen to deepen my understanding of simulations and statistics.