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People
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- Students (Space21-904, Kyung Hee University)
- Ph.D: C. Yoo, W. Hwang, J. Shin
- Master: S. Lee, H. Park, H. Jeong
- Undergraduate internship: J. Oh
- Alumni
- Researcher: R. Rabadan(2021)
- Undergrad: D. Bae(-2020)
- Required skills
- Research: Experimental particle physics, Particle detectors, Machine Learning, Deep Learning
- Software & computing: C++, python, ROOT, Geant4, numpy, pytorch, tensorflow, CUDA, FPGA, HLS, bash, html, javascript, php
- System administration: Linux, Grid / HTC, HPC, condor, pbs(torque), kubernetes, docker, singularity
Research topics
- LHC/CMS experiment
- Top quark reconstruction using Deep Learning
- Search for Flavour Changing Neutral Currents
- RPC detector efficiency measurement, Data quality monitoring
- RPC software release validation
- J-Parc/JSNS2 experiment
- Search for sterile neutrinos at JSNS2 experiment using Machine Learning
- Pulse shape discrimination using Deep Learning
- Computing/Deep Learning
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- Accelerated Deep Learning using the FPGAs
- KCMS computing resources
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Quick links
Data analysis Tutorials