Yu-Chen Guo

MLAnalysis: An open-source program for high energy physics analyses

2023 · arXiv (Cornell University)

We present a python-based program for phenomenological investigations in particle physics using machine learning algorithms, called \verb"MLAnalysis". The program is able to convert LHE and LHCO files generated by \verb"MadGraph5_aMC@NLO" into data sets for machine …

Privacy enhancing and generalizable deep learning with synthetic data for mediastinal neoplasm diagnosis

2024 · npj Digital Medicine

The success of deep learning (DL) relies heavily on training data from which DL models encapsulate information. Consequently, the development and deployment of DL models expose data to potential privacy breaches, which are particularly critical …