Postdoktor i partikel- och kärnfysik
Core
Conducting simulation-based studies of detector performance, background estimation, and signal discrimination for the Light Dark Matter eXperiment (LDMX) at SLAC, with a focus on pile-up handling and machine learning applications.
Role type
Postdoctoral Researcher (Experimental Particle Physics)
Builds
Physics analysis frameworks, detector simulation tools, and data processing pipelines for the LDMX experiment.
Domain
Particle Physics / Dark Matter Research / High Energy Physics
Deliverable
production ML models | research
Required skills
C++ programming, Python, GEANT4 framework, ROOT data analysis, Machine Learning, Monte Carlo simulation, Detector physics
Preferred skills
Experience with international collaborations, knowledge of hadronic calorimetry, sustainability in HEP
Technologies
GEANT4, ROOT, C++, Python, GitHub
Responsibilities
Develop and maintain LDMX software framework, perform simulation studies of detector performance and backgrounds, analyze cosmic muon test data, mentor junior researchers, document research activities.
Seniority
Postdoctoral Researcher
