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Vishal Ngairangbam
Vishal Ngairangbam
Verifierad e-postadress på durham.ac.uk
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Anomaly detection with Convolutional Graph Neural Networks
O Atkinson, A Bhardwaj, C Englert, VS Ngairangbam, M Spannowsky
Journal of High Energy Physics 2021 (8), 1-19, 2021
752021
Anomaly detection in high-energy physics using a quantum autoencoder
VS Ngairangbam, M Spannowsky, M Takeuchi
Physical Review D 105 (9), 095004, 2022
592022
Energy-weighted message passing: an infra-red and collinear safe graph neural network algorithm
P Konar, VS Ngairangbam, M Spannowsky
Journal of High Energy Physics 2022 (2), 1-30, 2022
332022
IRC-safe Graph Autoencoder for unsupervised anomaly detection
A Bhardwaj, O Atkinson, C Englert, P Konar, VS Ngairangbam, ...
Frontiers in Artificial Intelligence, 2022
22*2022
Invisible Higgs search through Vector Boson Fusion: A deep learning approach
VS Ngairangbam, A Bhardwaj, P Konar, AK Nayak
The European Physical Journal C 80, 1-25, 2020
172020
Influence of QCD parton showers in deep learning invisible Higgs bosons through vector boson fusion
P Konar, VS Ngairangbam
Physical Review D 105 (11), 113003, 2022
42022
Hypergraphs in LHC phenomenology—the next frontier of IRC-safe feature extraction
P Konar, VS Ngairangbam, M Spannowsky
Journal of High Energy Physics 2024 (1), 1-22, 2024
22024
LLPNet: Graph Autoencoder for Triggering Light Long-Lived Particles at HL-LHC
B Bhattacherjee, P Konar, VS Ngairangbam, P Solanki
arXiv preprint arXiv:2308.13611, 2023
22023
Foundations of automatic feature extraction at LHC--point clouds and graphs
A Bhardwaj, P Konar, VS Ngairangbam
arXiv preprint arXiv:2404.16207, 2024
2024
Equivariant, Safe and Sensitive $\unicode {x2013} $ Graph Networks for New Physics
A Bhardwaj, C Englert, W Naskar, VS Ngairangbam, M Spannowsky
arXiv preprint arXiv:2402.12449, 2024
2024
Interpretable deep learning models for the inference and classification of LHC data
VS Ngairangbam, M Spannowsky
arXiv preprint arXiv:2312.12330, 2023
2023
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Artiklar 1–11