I lead several research initiatives in machine learning in high-energy physics. Additionally, some group members contribute to open source machine learning software development.
Research group news
Sitong An started in September 2018 as an INSIGHTS Marie-Curie CERN fellow to work on machine learning applications in high-energy physics, and will simultaneously pursue his doctoral studies at Carnegie Mellon University, co-advised by Manfred Paulini.
Current research group and activities:
Sitong An CERN fellow (co-advised with M. Paulini and L. Moneta) Deep Learning Applications, Graph Networks for HGCAL
Michael Andrews Doctoral student at Carnegie Mellon (M. Paulini) End-to-end deep learning subgroup
Emanuele Usai Postdoctoral researcher at Brown (M. Narain) End-to-end deep learning subgroup
Bjorn Burkle Doctoral student at Brown University (U. Heinz) End-to-end deep learning subgroup
Mugeon Kim Doctoral student at Florida (D. Acosta) DeepTrigger Subgroup
Nikolas Pervan Undergraduate student at Brown University End-to-end deep learning
Darya Dyachkova Undergraduate student at Minerva KGI End-to-end deep learning
Ana Maria Slivar Doctoral student at University of Alabama End-to-end deep learning
Nate Strum Undergraduate student at University of Alabama Machine learning
Past members of the research group:
Omar Zapata Mesa Undergraduate U of Antiochia CERN Junior Fellow
Engin Eren (masters) PhD from University of Hamburg 2018 DESY Fellow
Andrew Carnes (doctoral) PhD from University of Florida 2018 Data Science
Miles Wu (undergrad) PhD from University of Chicago 2017 Data Science/Industry
Jason Terry Undergraduate Brown University UGA PhD student
Lucas Kang Undergraduate Brown University JHU PhD student
Simon Pfreundshuh (masters) PhD student at Chalmers Tech current
Sinan Kefeli (masters) Doctoral student at Caltech current
Student involvement in research is one of my research and education priorities. If you are looking for a PhD position in high-energy physics and machine learning, please get in touch with me about possible opportunities.
If you are an MS or undergraduate student looking for research opportunities in machine learning and/or particle physics and are interested in my research activities please get it touch with me about possible research projects.
My group will have a postdoctoral position opening soon.