AC
Amit Chakraborty
hep-phhep-exhep-thastro-ph.COstat.ML
On Valency
published · living versionsW_adfs6ytq·v1 · currentpublished
Probabilistic Energy-Based Neural Networks for Uncertainty-Aware Collider Data Analyses
with Raymundo Ramos, Ahmed Hammad, Pyungwon Ko, Stefano Moretti
1 version
Preprints & journals
41 papers in the corpus · 2012–2026Machine Learning Enhanced Detection of Higgs Chain Decays in Vector Boson Fusion2606.00695v1 · Shreecheta Chowdhury, Amit Chakraborty, Stefano Moretti2026 · 0 citationsarXiv
Distinguishing Higgs portal and neutralino dark matter via vector boson fusion2605.10699v1 · Amit Chakraborty, Tathagata Ghosh, Rafiqul Rahaman2026 · 0 citationsarXiv
Search for Quadruplet Scalars using Boosted Decision Trees at the LHC2512.19631v2 · Amit Chakraborty, Shreecheta Chowdhury, Nilanjana Kumar et al.2025 · 1 citationarXiv
Explaining Data Anomalies over the NMSSM Parameter Space with Deep Learning Techniques2508.13912v3 · A. Hammad, Raymundo Ramos, Amit Chakraborty et al.2025 · 1 citationarXiv
Probes of Anomalous Events at LHC with Self-Organizing Maps2503.09247v3 · Shreecheta Chowdhury, Amit Chakraborty, Saunak Dutta2025 · 0 citationsarXiv
Testing leptogenesis and dark matter production during reheating with primordial gravitational waves2410.19048v2 · Basabendu Barman, Arindam Basu, Debasish Borah et al.2024 · 6 citationsarXiv
Interplay of Traditional Methods and Machine Learning Algorithms for Tagging Boosted Objects2408.01138v1 · Camellia Bose, Amit Chakraborty, Shreecheta Chowdhury et al.2024 · 5 citationsarXiv
Leptonic CP-violation in the sneutrino sector of the BLSSM with Inverse Seesaw2407.09957v2 · Arindam Basu, Amit Chakraborty, Yi Liu et al.2024 · 0 citationsarXiv
Exploring the Dark Sector of the inspired FNSM at the LHC2405.16939v3 · Amit Chakraborty, Dilip Kumar Ghosh, Najimuddin Khan et al.2024 · 0 citationsarXiv
Boosted Top Tagging through Flavour-violating interactions at the LHC2310.10763v2 · Shreecheta Chowdhury, Amit Chakraborty, Saunak Dutta2023 · 4 citationsarXiv
Viability of Boosted Light Dark Matter in a Two-Component Scenario2310.09349v2 · Arindam Basu, Amit Chakraborty, Nilanjana Kumar et al.2023 · 2 citationsarXiv
Tagging a Boosted Top quark with a final state2304.12846v2 · Amit Chakraborty, Amandip De, Rohini M. Godbole et al.2023 · 2 citationsarXiv
Fat -Jet Analyses Using Old and New Clustering Algorithms in New Higgs Boson Searches at the LHC2303.05189v2 · Amit Chakraborty, Srinandan Dasmahapatra, Henry Day-Hall et al.2023 · 4 citationsarXiv
Boosted top tagging and its interpretation using Shapley values2212.11606v2 · Biplob Bhattacherjee, Camellia Bose, Amit Chakraborty et al.2022 · 11 citationsEur. Phys. J. Plus 139, 1131 (2024)
Re-evaluating Jet Reconstruction Techniques for New Higgs Boson Searches2212.02246v1 · Amit Chakraborty, Srinandan Dasmahapatra, Henry Day-Hall et al.2022 · 1 citationarXiv
Flavon Signatures at the HL-LHC2205.12641v2 · Marco A. Arroyo-Urena, Amit Chakraborty, J. Lorenzo D'iaz-Cruz et al.2022 · 8 citationsarXiv
Extraction of neutrino Yukawa parameters from displaced vertices of sneutrinos2012.14034v2 · Amit Chakraborty, Stefano Moretti, Claire H. Shepherd-Themistocleous et al.2020 · 4 citationsJHEP 06 (2021) 027
Revisiting Jet Clustering Algorithms for New Higgs Boson Searches in Hadronic Final States2008.02499v4 · Amit Chakraborty, Srinandan Dasmahapatra, Henry Day-Hall et al.2020 · 7 citationsarXiv
Neural Network-based Top Tagger with Two-Point Energy Correlations and Geometry of Soft Emissions2003.11787v2 · Amit Chakraborty, Sung Hak Lim, Mihoko M. Nojiri et al.2020 · 33 citationsJ. High Energ. Phys. 2020, 111 (2020)
Interpretable Deep Learning for Two-Prong Jet Classification with Jet Spectra1904.02092v2 · Amit Chakraborty, Sung Hak Lim, Mihoko M. Nojiri2019 · 57 citationsJ. High Energ. Phys. 2019, 135 (2019)
Higgs Physics at the HL-LHC and HE-LHC1902.00134v2 · M. Cepeda, S. Gori, P. Ilten et al.2019 · 396 citationsarXiv
Beyond the Standard Model Physics at the HL-LHC and HE-LHC1812.07831v4 · X. Cid Vidal, M. D'Onofrio, P. J. Fox et al.2018 · 159 citationsarXiv
Flavour-violating decays of mixed top-charm squarks at the LHC1808.07488v2 · Amit Chakraborty, Motoi Endo, Benjamin Fuks et al.2018 · 12 citationsEur. Phys. J. C78 (2018) 844
Monojet Signatures from Heavy Colored Particles: Future Collider Sensitivities and Theoretical Uncertainties1805.05346v2 · Amit Chakraborty, Silvan Kuttimalai, Sung Hak Lim et al.2018 · 7 citationsEur. Phys. J. C (2018) 78: 679
Les Houches 2017: Physics at TeV Colliders New Physics Working Group Report1803.10379v1 · G. Brooijmans, M. Dolan, S. Gori et al.2018 · 105 citationsarXiv
A Framework for Finding Anomalous Objects at the LHC1707.07084v4 · Amit Chakraborty, Abhishek M. Iyer, Tuhin S. Roy2017 · 16 citationsNucl.Phys. B932 (2018) 439-470
Mixed Higgs-Radion States at the LHC -- a Detailed Study1701.07471v3 · Amit Chakraborty, Ushoshi Maitra, Sreerup Raychaudhuri et al.2017 · 14 citationsarXiv
Search for bottom squarks in the baryon-number violating MSSM1611.03846v3 · Debjyoti Bardhan, Amit Chakraborty, Debajyoti Choudhury et al.2016 · 8 citationsPhys. Rev. D 96, 035024 (2017)
Study of MSSM heavy Higgs bosons decaying into charginos and neutralinos1607.00676v1 · Rahool K. Barman, Biplob Bhattacherjee, Amit Chakraborty et al.2016 · 28 citationsPhys. Rev. D 94, 075013 (2016)
Chasing New Physics in Stacks of Soft Tracks1606.07826v1 · Amit Chakraborty, Sabyasachi Chakraborty, Tuhin S. Roy2016 · 7 citationsPhys. Rev. D 94, 111703 (2016)
Diphoton resonance at 750 GeV in the broken MRSSM1512.07527v2 · Sabyasachi Chakraborty, Amit Chakraborty, Sreerup Raychaudhuri2015 · 57 citationsPhys. Rev. D 94, 035014 (2016)
Radion Candidate for the LHC Diphoton Resonance1512.06674v2 · Debjyoti Bardhan, Disha Bhatia, Amit Chakraborty et al.2015 · 70 citationsarXiv
Probing at the LHC in the paradigm of R-parity violating MSSM1511.08874v2 · Amit Chakraborty, Sabyasachi Chakraborty2015 · 21 citationsPhys. Rev. D 93, 075035 (2016)
Status of the 98 - 125 GeV Higgs scenario with updated LHC-8 data1511.08461v2 · Biplob Bhattacherjee, Manimala Chakraborti, Amit Chakraborty et al.2015 · 6 citationsPhys. Rev. D 93, 075004 (2016)
Status of MSSM Higgs Sector using Global Analysis and Direct Search Bounds, and Future Prospects at the HL-LHC1504.04308v3 · Biplob Bhattacherjee, Amit Chakraborty, Arghya Choudhury2015 · 30 citationsPhys. Rev. D 92, 093007 (2015)
Probing the NMSSM via Higgs boson signatures from stop cascade decays at the LHC1503.07592v2 · Amit Chakraborty, Dilip Kumar Ghosh, Subhadeep Mondal et al.2015 · 17 citationsPhys. Rev. D 91, 115018 (2015)
Study of Baryonic R-Parity Violating MSSM Using Jet Substructure Technique at the 14 TeV LHC1311.5785v3 · Biplob Bhattacherjee, Amit Chakraborty2013 · 14 citationsarXiv
Implications of 98 GeV and 125 GeV Higgs scenario in non-decoupling SUSY with updated ATLAS, CMS and PLANCK data1305.4020v1 · Biplob Bhattacherjee, Manimala Chakraborti, Amit Chakraborty et al.2013 · 26 citationsarXiv
Stop and sbottom search using dileptonic variable and boosted top technique at the LHC1303.5776v2 · Amit Chakraborty, Dilip Kumar Ghosh, Diptimoy Ghosh et al.2013 · 25 citationsJHEP 1310 (2013) 122
The 125 GeV Higgs signal at the LHC in the CP Violating MSSM1301.2745v3 · Amit Chakraborty, Biswaranjan Das, J. Lorenzo Diaz-Cruz et al.2013 · 27 citationsPhys. Rev. D 90, 055005 (2014)
Using Jet Substructure at the LHC to Search for the Light Higgs Bosons of the CP-Violating MSSM1204.3369v3 · Biplob Bhattacherjee, Amit Chakraborty, Dilip Kumar Ghosh et al.2012 · 10 citationsarXiv
Career total: 56 works. 41 are in this corpus.
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