1 citations · 1 across the 1 of their papers we have counts for
3 papers
CNN on `Top': In Search of Scalable & Lightweight Image-based Jet Taggers
Rajneil Baruah, Subhadeep Mondal, Sunando Kumar Patra +1
While Transformer-based and standard Graph Neural Networks (GNNs) have proven to be the best performers in classifying different types of jets, they require substantial computation…
Normalizing Flow-Assisted Nested Sampling on Type-II Seesaw Model
Rajneil Baruah, Subhadeep Mondal, Sunando Kumar Patra +1
We propose a novel technique for sampling particle physics model parameter space. The main sampling method applied is Nested Sampling (NS), which is boosted by the application of m…
Probing intractable beyond-standard-model parameter spaces armed with Machine Learning
Rajneil Baruah, Subhadeep Mondal, Sunando Kumar Patra +1
This article attempts to summarize the effort by the particle physics community in addressing the tedious work of determining the parameter spaces of beyond-the-standard-model (BSM…