diff --git a/_data/contributors.yml b/_data/contributors.yml index 6966e93..64ac659 100644 --- a/_data/contributors.yml +++ b/_data/contributors.yml @@ -21,7 +21,29 @@ email: apenev@uni-plovdiv.bg education: PhD Computer Science, University of Plovdiv “Paisii Hilendarski”, Plovdiv, Bulgaria (2013) active: 1 - + +- name: Galin Bistrev + info: "CERN Summer student 2025" + email: gbistrev@uni-sofia.bg + photo: Bistrev.png + education: "Nuclear and particle physics , Sofia University "St. Kliment Ohridski , Bulgaria" + current: 1 + past_info: + title: "Implementing AD in CMS Combine" + description: This project aims to introduce automatic differentiation techniques into the CMS Combine tool. Combine is the primary statistical analysis tool used in CMS and is based on the RooFit software. + Recently RooFit has started using automatic differentiation (AD) technology to aid minimization algorithms. + Computationally cheap gradients produced by AD can improve performance of the larger workflows in Combine by more than 5x as demonstrated at ICHEP. + The way how RooFit implements AD also benefits the shareability of likelihoods. + To get the likelihood gradient, RooFit transforms the likelihood from its internal representation to simple standalone C++ code, which is then used to generate the gradient code. + This can help collaborators without RooFit and Combine expertise to work with likelihoods from Combine at a lower level. + Adopting AD in Combine requires further collaboration between the parties. + + This project aims to bring this AD support into Combine. Aspects include reducing some of the code in Combine in favor of more standard RooFit primitives; + Implementing AD support for Combine-specific RooFit primitives; and writing benchmarks to showcase the benefits of RooFit AD in Combine. + The student selected for this project will work with several high-energy physics codes as well as the LLVM compiler ecosystem. + mentors: Vasil Vassilev,David Lange,Jonas Rembser + + - name: Aaron Jomy photo: Aaron.jpg info: "Research Intern at CERN" @@ -1201,3 +1223,4 @@ report: | [Poster](/assets/presentations/LLVM2020_Clad.pdf){:target="_blank"} mentors: Vassil Vassilev, Alexander Penev + diff --git a/images/team/Bistrev.png b/images/team/Bistrev.png new file mode 100644 index 0000000..a252fc0 Binary files /dev/null and b/images/team/Bistrev.png differ