The project aims to apply advanced multivariate techniques (for eg. DNNs or VAEs) to current problems in collider physics.
Familiarity with basics of machine learning. Familiarity with basics of collider physics, and data analysis at CMS.
Reasonable knowledge of Cplusplus and python. Familiarity with a ML library (such as usage of tensorflow or pytorch).
https://sites.iiserpune.ac.in/~sdube/
IISER Pune invites applications from research oriented students to participate in its Summer Student Programmes. Successful applicants will have an opportunity to participate in the research programmes of IISER-Pune faculty. Research activities in IISER-Pune span both theory and experiment in Biology, Chemistry, Data Science, Earth and Climate Science, Mathematics, Humanities, Physics and Earth Sciences with a strong focus on interdisciplinary research. These summer projects are also an opportunity for students to evaluate the suitability of various programmes at IISER-Pune (Integrated PhD and PhD) for future career choice.
This application form is meant for non-IISER Pune students.
This web registration process is not meant for
Summer fellows selected for IISER-Pune
through other fellowship programmes like IASc and JNCASR.
Applications are not open