activity
20232026
most citedSearches for the BSM scenarios at the LHC using decision tree based machine learning algorithms: A comparative study and review of Random Forest, Adaboost, XGboost and LightGBM frameworks

66 citations · 84 across the 6 of their papers we have counts for

collaborators

6 papers

hep-ph2026

Complementary probes of Bilinear RPV SUSY models with a wino-like LSP via Neutrino Oscillation and LHC

Arghya Choudhury, Arpita Mondal

In this work, we explore the bilinear R-parity violating Supersymmetry model's parameter space by performing a Markov Chain Monte Carlo scan with neutrino oscillation data, Higgs m…

hep-ph2025★ 1 cited

Exploring the BSM parameter space with Neural Network aided Simulation-Based Inference

Atrideb Chatterjee, Arghya Choudhury, Sourav Mitra +2

Some of the issues that make sampling parameter spaces of various beyond the Standard Model (BSM) scenarios computationally expensive are the high dimensionality of the input param…

hep-ph2024★ 1 cited

Markov Chain Monte Carlo analysis to probe trilinear -parity violating SUSY scenarios and possible LHC signatures

Arghya Choudhury, Sourav Mitra, Arpita Mondal +1

In this article, we probe the trilinear -parity violating (RPV) supersymmetric (SUSY) scenarios with specific nonzero interactions in the light of neutrino oscillation, Higgs, a…

hep-ph2024★ 66 cited

Searches for the BSM scenarios at the LHC using decision tree based machine learning algorithms: A comparative study and review of Random Forest, Adaboost, XGboost and LightGBM frameworks

Arghya Choudhury, Arpita Mondal, Subhadeep Sarkar

Machine learning algorithms are now being extensively used in our daily lives, spanning across diverse industries as well as academia. In the field of high energy physics (HEP), th…

hep-ph2024★ 11 cited

Status of R-parity violating SUSY

Arghya Choudhury, Arpita Mondal, Subhadeep Mondal

In this article, we discuss various phenomenological implications of possible R-parity violating (RPV) supersymmetric scenarios. In this context, the implications of both bilinear…

hep-ph2023★ 5 cited

Slepton searches in the trilinear RPV SUSY scenarios at the HL-LHC and HE-LHC

Arghya Choudhury, Arpita Mondal, Subhadeep Mondal +1

In this work we have studied a multi-lepton final state arising from sneutrino and left-handed slepton production at the high luminosity and high energy LHC in the context of R-par…