Dr Akanksha Bhardwaj
- Honorary Research Fellow (School of Physics & Astronomy)
Publications
2024
Bhardwaj, A., Englert, C. , Naskar, W., Ngairangbam, V. S. and Spannowsky, M. (2024) Equivariant, safe and sensitive — graph networks for new physics. Journal of High Energy Physics, 2024, 245. (doi: 10.1007/JHEP07(2024)245)
2023
Bhardwaj, A., Englert, C. , Gonçalves, D. and Navarro, A. (2023) Nonlinear CP violation in the top-Higgs sector. Physical Review D, 108(11), 115006. (doi: 10.1103/PhysRevD.108.115006)
Anisha, , Atkinson, O., Bhardwaj, A., Englert, C. , Naskar, W. and Stylianou, P. (2023) BSM reach of four-top production at the LHC. Physical Review D, 108(3), 035001. (doi: 10.1103/PhysRevD.108.035001)
2022
Bhardwaj, A., Bhide, K., Mandal, T., Mitra, S. and Neeraj, C. (2022) Discovery prospects of a vectorlike top partner decaying to a singlet boson. Physical Review D, 106(7), 075024. (doi: 10.1103/PhysRevD.106.075024)
Bhardwaj, A., Englert, C. and Stylianou, P. (2022) Implications of the muon anomalous magnetic moment for the LHC and MUonE. Physical Review D, 106(7), 075031. (doi: 10.1103/PhysRevD.106.075031)
Bhardwaj, A., Englert, C. , Hankache, R. and Pilkington, A. D. (2022) Machine-enhanced CP-asymmetries in the Higgs sector. Physics Letters B, 832, 137246. (doi: 10.1016/j.physletb.2022.137246)
Atkinson, O., Bhardwaj, A., Englert, C. , Konar, P., Ngairangbam, V. S. and Spannowsky, M. (2022) IRC-safe Graph Autoencoder for unsupervised anomaly detection. Frontiers in Artificial Intelligence, 5, 943135. (doi: 10.3389/frai.2022.943135) (PMID:35937137) (PMCID:PMC9352857)
Atkinson, O., Bhardwaj, A., Brown, S., Englert, C. , Miller, D. J. and Stylianou, P. (2022) Improved constraints on effective top quark interactions using edge convolution networks. Journal of High Energy Physics, 2022(4), 137. (doi: 10.1007/JHEP04(2022)137)
Anisha, , Atkinson, O., Bhardwaj, A., Englert, C. and Stylianou, P. (2022) Quartic Gauge-Higgs couplings: constraints and future directions. Journal of High Energy Physics, 2022(172), (doi: 10.1007/JHEP10(2022)172)
2021
Atkinson, O., Bhardwaj, A., Englert, C. , Ngairangbam, V. S. and Spannowsky, M. (2021) Anomaly detection with Convolutional Graph Neural Networks. Journal of High Energy Physics, 2021, 80. (doi: 10.1007/JHEP08(2021)080)
Articles
Bhardwaj, A., Englert, C. , Naskar, W., Ngairangbam, V. S. and Spannowsky, M. (2024) Equivariant, safe and sensitive — graph networks for new physics. Journal of High Energy Physics, 2024, 245. (doi: 10.1007/JHEP07(2024)245)
Bhardwaj, A., Englert, C. , Gonçalves, D. and Navarro, A. (2023) Nonlinear CP violation in the top-Higgs sector. Physical Review D, 108(11), 115006. (doi: 10.1103/PhysRevD.108.115006)
Anisha, , Atkinson, O., Bhardwaj, A., Englert, C. , Naskar, W. and Stylianou, P. (2023) BSM reach of four-top production at the LHC. Physical Review D, 108(3), 035001. (doi: 10.1103/PhysRevD.108.035001)
Bhardwaj, A., Bhide, K., Mandal, T., Mitra, S. and Neeraj, C. (2022) Discovery prospects of a vectorlike top partner decaying to a singlet boson. Physical Review D, 106(7), 075024. (doi: 10.1103/PhysRevD.106.075024)
Bhardwaj, A., Englert, C. and Stylianou, P. (2022) Implications of the muon anomalous magnetic moment for the LHC and MUonE. Physical Review D, 106(7), 075031. (doi: 10.1103/PhysRevD.106.075031)
Bhardwaj, A., Englert, C. , Hankache, R. and Pilkington, A. D. (2022) Machine-enhanced CP-asymmetries in the Higgs sector. Physics Letters B, 832, 137246. (doi: 10.1016/j.physletb.2022.137246)
Atkinson, O., Bhardwaj, A., Englert, C. , Konar, P., Ngairangbam, V. S. and Spannowsky, M. (2022) IRC-safe Graph Autoencoder for unsupervised anomaly detection. Frontiers in Artificial Intelligence, 5, 943135. (doi: 10.3389/frai.2022.943135) (PMID:35937137) (PMCID:PMC9352857)
Atkinson, O., Bhardwaj, A., Brown, S., Englert, C. , Miller, D. J. and Stylianou, P. (2022) Improved constraints on effective top quark interactions using edge convolution networks. Journal of High Energy Physics, 2022(4), 137. (doi: 10.1007/JHEP04(2022)137)
Anisha, , Atkinson, O., Bhardwaj, A., Englert, C. and Stylianou, P. (2022) Quartic Gauge-Higgs couplings: constraints and future directions. Journal of High Energy Physics, 2022(172), (doi: 10.1007/JHEP10(2022)172)
Atkinson, O., Bhardwaj, A., Englert, C. , Ngairangbam, V. S. and Spannowsky, M. (2021) Anomaly detection with Convolutional Graph Neural Networks. Journal of High Energy Physics, 2021, 80. (doi: 10.1007/JHEP08(2021)080)