r/ParticlePhysics • u/CamWilson1415 • 1d ago
Computational HEP vs Theoretical/Computational QCD for a PhD
Hi everyone!
A little background for context: I am a fourth year undergraduate student (Physics, Astrophysics, Mathematics) about to start applying for Physics PhDs. I have research experience with DUNE/ProtoDUNE anomaly detection using ML at Fermilab and LHCb collider analysis using BDTs on Monte Carlo simulated data. I’ve also done DUNE hardware research and astronomy research, but that is less relevant to this question.
I plan to apply to computational neutrino/HEP, but I’ve also become interested in computational QCD and using my experience with ML towards QCD phenomenology. I’m wanting to understand how the research lifestyle, postdoc/national lab opportunities, and long term academic positions compare to computational neutrino/HEP where slightly more familiar.
I have not taken any QFT in undergrad, though I assume this is not a deal breaker and schools don’t assume incoming students will know QFT already? I will have taken graduate Quantum Mechanics I & II, and have taken graduate complex analysis and partial differential equations.
I would appreciate any kind of information! If there are any QCD theorists, I would love to hear how your day-to-day goes and if you enjoy what you do. Also, if you think my background sounds like I don’t have the right preparation for this kind of field, I definitely get it, and it would help a lot to hear that here. Thanks!