Four-lepton candidates from LHC Run-1 data collected by ATLAS
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publications
Measurement of the $W \to \ell\nu$ and $Z/\gamma^* \to \ell\ell$ Production Cross Sections in Proton-Proton Collisions at $\sqrt{s} = 7$ TeV with the ATLAS Detector Permalink
Published in JHEP 12 (2010) 060, October, 2010
Search for pair production of first or second generation leptoquarks in proton-proton collisions at $\sqrt{s}=7$ TeV using the ATLAS detector at the LHC Permalink
Published in Phys. Rev. D 83 (2011) 112006, April, 2011
Search for the Standard Model Higgs boson in the decay channel H→ZZ$^{(⁎)}$→4ℓ with the ATLAS detector Permalink
Published in Phys. Lett. B 705 (2011) 435--451, September, 2011
Combined search for the Standard Model Higgs boson using up to 4.9 fb$^{-1}$ of $pp$ collision data at $\sqrt{s}=7$ TeV with the ATLAS detector at the LHC Permalink
Published in Phys. Lett. B 710 (2012) 49--66, February, 2012
Search for the Standard Model Higgs boson in the decay channel $H \to ZZ^{(*)} \to 4 \ell$ with 4.8 fb$^{-1}$ of $pp$ collision data at $\sqrt{s}=7$ TeV with ATLAS Permalink
Published in Phys. Lett. B 710 (2012) 383--402, February, 2012
Observation of a new particle in the search for the Standard Model Higgs boson with the ATLAS detector at the LHC Permalink
Published in Phys. Lett. B 716 (2012) 1--29, July, 2012
Measurement of the Higgs boson mass from the $H\rightarrow \gamma\gamma$ and $H \rightarrow ZZ^{*} \rightarrow 4\ell$ channels with the ATLAS detector using 25 fb$^{-1}$ of $pp$ collision data Permalink
Published in Phys. Rev. D 90 (2014) 052004, June, 2014
Fiducial and differential cross sections of Higgs boson production measured in the four-lepton decay channel in $pp$ collisions at $\sqrt{s}$=8 TeV with the ATLAS detector Permalink
Published in Phys. Lett. B 738 (2014) 234--253, August, 2014
Measurements of Higgs boson production and couplings in the four-lepton channel in pp collisions at center-of-mass energies of 7 and 8 TeV with the ATLAS detector Permalink
Published in Phys. Rev. D 91 (2015) 012006, August, 2014
Dark Matter benchmark models for early LHC Run-2 Searches: Report of the ATLAS/CMS Dark Matter Forum Permalink
Published in Phys. Dark Univ. 27 (2020) 100371, July, 2015
Search for new phenomena in final states with an energetic jet and large missing transverse momentum in $pp$ collisions at $\sqrt{s}=13$ TeV using the ATLAS detector Permalink
Published in Phys. Rev. D 94 (2016) 032005, April, 2016
Search for resonances in diphoton events at $\sqrt{s}$=13 TeV with the ATLAS detector Permalink
Published in JHEP 09 (2016) 001, June, 2016
Search for new phenomena in high-mass diphoton final states using 37 fb$^{-1}$ of proton–proton collisions collected at $\sqrt{s}=13$ TeV with the ATLAS detector Permalink
Published in Phys. Lett. B 775 (2017) 105--125, July, 2017
Searches for heavy $ZZ$ and $ZW$ resonances in the $\ell\ell qq$ and $\nu\nu qq$ final states in $pp$ collisions at $\sqrt{s}=13$ TeV with the ATLAS detector Permalink
Published in JHEP 03 (2018) 009, August, 2017
Search for dark matter and other new phenomena in events with an energetic jet and large missing transverse momentum using the ATLAS detector Permalink
Published in JHEP 01 (2018) 126, November, 2017
Search for heavy ZZ resonances in the $\ell ^+\ell ^-\ell ^+\ell ^-$ and $\ell ^+\ell ^-\nu \bar{\nu }$ final states using proton–proton collisions at $\sqrt{s}= 13$ $\text {TeV}$ with the ATLAS detector Permalink
Published in Eur. Phys. J. C 78 (2018) 293, December, 2017
Combination of searches for heavy resonances decaying into bosonic and leptonic final states using 36 fb$^{-1}$ of proton-proton collision data at $\sqrt{s} = 13$ TeV with the ATLAS detector Permalink
Published in Phys. Rev. D 98 (2018) 052008, August, 2018
Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors Permalink
Published in arXiv:2003.11603, March, 2020
$CP$ Properties of Higgs Boson Interactions with Top Quarks in the $t\bar{t}H$ and $tH$ Processes Using $H \rightarrow \gamma\gamma$ with the ATLAS Detector Permalink
Published in Phys. Rev. Lett. 125 (2020) 061802, April, 2020
Track Seeding and Labelling with Embedded-space Graph Neural Networks Permalink
Published in arXiv:2007.00149, June, 2020
A search for the dimuon decay of the Standard Model Higgs boson with the ATLAS detector Permalink
Published in Phys. Lett. B 812 (2021) 135980, July, 2020
Supervised Jet Clustering with Graph Neural Networks for Lorentz Boosted Bosons Permalink
Published in Phys. Rev. D 102 (2020) 075014, August, 2020
Search for heavy resonances decaying into a pair of Z bosons in the $\ell ^+\ell ^-\ell ‘^+\ell ‘^-$ and $\ell ^+\ell ^-\nu {{\bar{\nu }}}$ final states using 139 $\mathrm {fb}^{-1}$ of proton–proton collisions at $\sqrt{s} = 13\,$TeV with the ATLAS detector Permalink
Published in Eur. Phys. J. C 81 (2021) 332, September, 2020
Beyond 4D Tracking: Using Cluster Shapes for Track Seeding Permalink
Published in JINST 16 (2021) P05001, December, 2020
Apprentice for Event Generator Tuning Permalink
Published in EPJ Web Conf. 251 (2021) 03060, March, 2021
BROOD: Bilevel and Robust Optimization and Outlier Detection for Efficient Tuning of High-Energy Physics Event Generators Permalink
Published in SciPost Phys. Core 5 (2022) 001, March, 2021
Graph Neural Network for Object Reconstruction in Liquid Argon Time Projection Chambers Permalink
Published in EPJ Web Conf. 251 (2021) 03054, March, 2021
Performance of a geometric deep learning pipeline for HL-LHC particle tracking Permalink
Published in Eur. Phys. J. C 81 (2021) 876, March, 2021
Accelerating the Inference of the Exa.TrkX Pipeline Permalink
Published in J. Phys. Conf. Ser. 2438 (2023) 012008, February, 2022
Holistic approach to predicting top quark kinematic properties with the covariant particle transformer Permalink
Published in Phys. Rev. D 107 (2023) 114029, March, 2022
Reconstruction of Large Radius Tracks with the Exa.TrkX pipeline Permalink
Published in J. Phys. Conf. Ser. 2438 (2023) 012117, March, 2022
Portability: A Necessary Approach for Future Scientific Software Permalink
Published in arXiv:2203.09945, March, 2022
Towards a deep learning model for hadronization Permalink
Published in Phys. Rev. D 106 (2022) 096020, March, 2022
ATLAS ITk Track Reconstruction with a GNN-based pipeline Permalink
Published in ATL-ITK-PROC-2022-006, July, 2022
Hyperparameter Optimization of Generative Adversarial Network Models for High-Energy Physics Simulations Permalink
Published in arXiv:2208.07715, August, 2022
Track Reconstruction using Geometric Deep Learning in the Straw Tube Tracker (STT) at the PANDA Experiment Permalink
Published in arXiv:2208.12178, August, 2022
Benchmarking GPU and TPU Performance with Graph Neural Networks Permalink
Published in arXiv:2210.12247, October, 2022
Heterogeneous Graph Neural Network for identifying hadronically decayed tau leptons at the High Luminosity LHC Permalink
Published in JINST 18 (2023) P07001, January, 2023
Hierarchical Graph Neural Networks for Particle Track Reconstruction Permalink
Published in arXiv:2303.01640, March, 2023
Generative machine learning for detector response modeling with a conditional normalizing flow Permalink
Published in JINST 19 (2024) P02003, March, 2023
Parton labeling without matching: unveiling emergent labelling capabilities in regression models Permalink
Published in Eur. Phys. J. C 83 (2023) 622, April, 2023
Fitting a deep generative hadronization model Permalink
Published in JHEP 09 (2023) 084, May, 2023
Physics Performance of the ATLAS GNN4ITk Track Reconstruction Chain Permalink
Published in ATL-SOFT-PROC-2023-038, September, 2023
Simulation of Hadronic Interactions with Deep Generative Models Permalink
Published in arXiv:2310.07553, October, 2023
Event Generator Tuning Incorporating Systematic Uncertainty Permalink
Published in arXiv:2310.07566, October, 2023
Physics Performance of the ATLAS GNN4ITk Track Reconstruction Chain Permalink
Published in ATL-SOFT-PROC-2023-047, November, 2023
Integrating Particle Flavor into Deep Learning Models for Hadronization Permalink
Published in arXiv:2312.08453, December, 2023
An Application of HEP Track Seeding to Astrophysical Data Permalink
Published in arXiv:2401.06011, January, 2024
Graph Neural Network-based Tracking as a Service Permalink
Published in arXiv:2402.09633, February, 2024
A Language Model for Particle Tracking Permalink
Published in arXiv:2402.10239, February, 2024
students
1 Lyons
Published:
Machine Learning for High Energy Physics
3 Huang
Published:
Cluster Shape for Tracking Reconstruction
4 Chauhan
Published:
Robustness of the Exa.TrkX Tracking pipeline to noise hits
5 Ballow
Published:
Accelerate ExaTrkX Inference with GPUs
6 Xu
Published:
Accelerate ExaTrkX Inference with GPUs
16 Akram
Published:
GNN for particle trackin in PANDA experiment
7 Ding
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Development of root_gnn software package
8 Lin
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Development of root_gnn software package
12 Huang
Published:
Heterogeneous GNN and Language Models for HEP
9 Reed
Published:
Graph Neural Network for Tau identification
2 Wang
Published:
Apply ExaTrkX pipeline to Large Radius Tracking (LRT)
15 Schroff
Published:
MC Tuning with MC Uncertainties, jax based MC Tuner
11 Xu
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GNN for Top physics and Generative Models for HEP
10 Pham
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Deep Generative Models for Hadronic Interactions
13 Chen
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development of jax based MC Tuner, hadronic interactions simulation
14 Yuen
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development of jax based MC Tuner
17 Melkani
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Language model for HEP
18 Weaver
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Language model for HEP
19 Hu
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Deep generative model for hadronic interactions
20 Klair
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Tracless B-tagging
21 Appannagari
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Tracless B-tagging
22 Ho
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Tracless B-tagging
23 Ju
Published:
Language model for HEP
24 Huang
Published:
Language model for HEP
25 Subbarayan
Published:
ML for Gaia data
26 Mishra
Published:
LLM for HEP
talks
Observation of the new Higgs-like particle in the four-lepton decay channel with the ATLAS detector Permalink
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Study of the properties of the Higgs boson and searches for new physics with the Higgs boson at ATLAS using 13 TeV data Permalink
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Search for heavy ZZ resonances in the four-lepton and llνν final states with the ATLAS detector Permalink
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Graph Neural Network for Particle Reconstruction in High Energy Physics detectors Permalink
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Graph Neural Network-based Event Classification for Measurement of the Higgs-Top Yukawa Interaction Permalink
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Tracking GNN Walk Through Permalink
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Apprentice for Event Generator Tuning Permalink
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root2gnn: GNN for HEP data Permalink
Published:
Accelerating the Inference Time of Machine Learning-based Track Finding Pipeline Permalink
Published:
ExaTrkX as a Service Permalink
Published:
Track Reconstruction using Geometric Deep Learning in the Straw Tube Tracker (STT) at the PANDA Experiment Permalink
Published:
Deep generative models for generating Drell-Yan events in the ATLAS collaboration at the LHC Permalink
Published:
Large Language Models Permalink
Published:
ACTS as a Service Permalink
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AthenaTriton: A Tool for running Machine Learning Inference as a Service in Athena Permalink
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teaching
Teaching experience 1
Undergraduate course, University 1, Department, January, 2014
Teaching experience 2
Workshop, University 1, Department, January, 2015