Carlos Silva
I am a PhD student at Penn State interested in understanding how the universe works at a fundamental level. I’m especially fascinated by results that seem to follow from necessity, where consistency itself tells us that nature has to behave a certain way. Right now, I’m using machine learning, particularly autoencoders, to search for promising organic targets for dark matter detection.
Before coming to Penn State, I studied Physics and Mathematics at Georgia Tech and spent several years working with the IceCube Collaboration. My research there included searches for transient neutrino emission from gamma-ray bursts and blazars, as well as work on physics-informed transformer architectures for event reconstruction in DeepCore. Outside of physics, I hold a black belt in karate and currently serve as treasurer of Penn State’s Karate Club. I’ve also been a Dungeon Master for Dungeons & Dragons for more than ten years.
ORCID: 0009-0003-1307-5634
Publications
- {IceCube Collaboration}, C. Silva “Search for 10–1000 GeV Neutrinos from Gamma-Ray Bursts with IceCube.” The Astrophysical Journal 964 2 (2024) doi:10.3847/1538-4357/ad220b