AH
Ahmed Hammad
hep-phhep-exastro-ph.HEcs.CVcs.LGcs.SEhep-thnucl-exnucl-th
On Valency
published · living versionsW_adfs6ytq·v1 · currentpublished
Probabilistic Energy-Based Neural Networks for Uncertainty-Aware Collider Data Analyses
with Raymundo Ramos, Amit Chakraborty, Pyungwon Ko, Stefano Moretti
1 version
Preprints & journals
38 papers in the corpus · 2014–2026Hunting the Unseen: Deep Learning Analysis for Semi-Visible Jet Tagging2609.11692v1 · Miguel A. Avendano-Bernal, Srinandan Dasmahapatra, Ahmed Hammad et al.2026 · 0 citationsarXiv
Articulating Assumptions in AI-Generated Scientific Analyses through Task Decomposition2607.05762v1 · Ahmed Hammad, Mihoko Nojiri2026 · 0 citationsarXiv
Predicting Three Generations of Fermions: Discovery Prospects of the Bilepton Model2605.15286v2 · Andreas Crivellin, Paul H. Frampton, Ahmed Hammad2026 · 0 citationsarXiv
Potential periodic signals in blazars: significance, forecasting, and deep learning2602.19214v2 · M. A. Hashad, A. Hammad, Amr A. EL-Zant2026 · 0 citationsM. A. Hashad et al 2026 ApJ 1009 28
Intrinsic Properties of Large CP Violation in the Complex Two-Higgs-Doublet Model2512.17002v2 · Soojin Lee, A. Hammad, Dongjoo Kim et al.2025 · 1 citationarXiv
Interference Effects in Resonant Standard Model di-Higgs Production and Decay into Final States: the Role of Machine Learning Analysis2512.12318v1 · A. Hammad, S. Moretti, A.P. Przybyl et al.2025 · 0 citationsarXiv
Explaining Data Anomalies over the NMSSM Parameter Space with Deep Learning Techniques2508.13912v3 · A. Hammad, Raymundo Ramos, Amit Chakraborty et al.2025 · 1 citationarXiv
Deep learning approaches to top FCNC couplings to photons at the LHC2507.17807v2 · Benjamin Fuks, Sumit K. Garg, A. Hammad et al.2025 · 0 citationsJHEP 02 (2026) 021
IAFormer: Interaction-Aware Transformer network for collider data analysis2505.03258v2 · W. Esmail, A. Hammad, M. Nojiri2025 · 1 citationSciPost Phys. 20, 108 (2026)
Progress in violating top-Higgs coupling at the LHC with Machine Learning2504.11791v1 · A. Hammad, Adil Jueid2025 · 2 citationsarXiv
DLScanner: A parameter space scanner package assisted by deep learning methods2412.19675v1 · A. Hammad, Raymundo Ramos2024 · 6 citationsarXiv
Transformer networks for Heavy flavor jet tagging2411.11519v1 · A. Hammad, Mihoko M Nojiri2024 · 1 citationarXiv
Testing CP properties of the Higgs boson coupling to leptons with heterogeneous graphs2409.06132v1 · W. Esmail, A. Hammad, M. Nojiri et al.2024 · 0 citationsarXiv
Exploring Exotic Decays of the Higgs Boson to Multi-Photons at the LHC via Multimodal Learning Approaches2405.18834v2 · A. Hammad, P. Ko, Chih-Ting Lu et al.2024 · 3 citationsarXiv
Boosting probes of CP violation in the top Yukawa coupling with Deep Learning2405.16499v3 · Waleed Esmail, A. Hammad, Adil Jueid et al.2024 · 1 citationarXiv
Streamlined jet tagging network assisted by jet prong structure2404.14677v3 · A. Hammad, Mihoko M. Nojiri2024 · 12 citationsarXiv
Multi-scale cross-attention transformer encoder for event classification2401.00452v3 · A. Hammad, S. Moretti, M. Nojiri2023 · 31 citationsarXiv
Quantum Metric Learning for New Physics Searches at the LHC2311.16866v1 · A. Hammad, Kyoungchul Kong, Myeonghun Park et al.2023 · 1 citationarXiv
Sharpening the $A\to Z^(*)h $ Signature of the Type-II 2HDM at the LHC through Advanced Machine Learning2305.13781v3 · W. Esmail, A. Hammad, S. Moretti2023 · 0 citationsarXiv
Dark photon and dark mediated meson decays2210.15662v2 · Alakabha Datta, A. Hammad, Danny Marfatia et al.2022 · 20 citationsJHEP 2303:108 (2023)
Riemannian Data preprocessing in Machine Learning to focus on QCD color structure2209.03898v1 · A. Hammad, Myeonghun Park2022 · 3 citationsarXiv
Search for Mono-Higgs Signals in Final States Using Deep Neural Networks2208.10133v4 · A. Hammad, S. Khalil, S. Moretti2022 · 8 citationsarXiv
Exploration of Parameter Spaces Assisted by Machine Learning2207.09959v4 · A. Hammad, Myeonghun Park, Raymundo Ramos et al.2022 · 15 citationsComput.Phys.Commun. 293 (2023) 108902
Explaining excesses in four-leptons at the LHC with a double peak from a CP violating Two Higgs Doublet Model2112.00921v1 · Stefan Antusch, Oliver Fischer, A. Hammad et al.2021 · 5 citationsarXiv
The Dark and Sterile Neutrinos Behind Current Anomalies2110.08651v2 · A. Hammad, Ahmed Rashed, S. Moretti2021 · 15 citationsPhys.Lett.B 827 (2022) 136945
The Large Hadron-Electron Collider at the HL-LHC2007.14491v2 · P. Agostini, H. Aksakal, S. Alekhin et al.2020 · 253 citationsJ.Phys.G 48 (2021) 11, 110501
Probing Mediated Charged Lepton Flavor Violation with Taus at the LHeC2003.11091v1 · Stefan Antusch, A. Hammad, Ahmed Rashed2020 · 11 citationsarXiv
Lepton-Trijet and Displaced Vertex Searches for Heavy Neutrinos at Future Electron-Proton Colliders1908.02852v1 · Stefan Antusch, Oliver Fischer, A. Hammad2019 · 24 citationsarXiv
Dark Matter Spin Characterisation in Mono- Channels1907.08358v2 · W. Abdallah, A. Hammad, S. Khalil et al.2019 · 5 citationsPhys. Rev. D 100, 095006 (2019)
Low scale type II seesaw: Present constraints and prospects for displaced vertex searches1811.03476v1 · Stefan Antusch, Oliver Fischer, A. Hammad et al.2018 · 54 citationsarXiv
Searching for Charged Higgs Bosons in the Supersymmetric Standard Model at the High Luminosity Large Hadron Collider1806.03585v2 · W. Abdallah, A. Hammad, S. Khalil et al.2018 · 3 citationsPhysics Letters B 788 (2019) 65-69
Lepton Flavor Violating Dilepton Dijet Signatures from Sterile Neutrinos at Proton Colliders1805.11400v1 · Stefan Antusch, Eros Cazzato, Oliver Fischer et al.2018 · 35 citationsarXiv
Long-Lived BLSSM Particles at the LHC1804.09778v2 · W. Abdallah, A. Hammad, A. Kasem et al.2018 · 8 citationsPhys. Rev. D 98, 095019 (2018)
Search for Mono-Higgs Signals at the LHC in the B-L Supersymmetric Standard Model1608.07500v1 · W. Abdallah, A. Hammad, S. Khalil et al.2016 · 27 citationsPhys. Rev. D 95, 055019 (2017)
Large BR(h -> tau mu) in Supersymmetric Models1605.07567v1 · Ahmed Hammad, Shaaban Khalil, Cem Salih Un2016 · 14 citationsPhys. Rev. D 95, 055028 (2017)
LHC signals of a BLSSM CP-even Higgs boson1601.07934v2 · A. Hammad, S. Khalil, S. Moretti2016 · 21 citationsPhys. Rev. D 93, 115035 (2016)
Higgs boson decays into {\gamma}{\gamma} and Z{\gamma} in the MSSM and BLSSM1503.05408v2 · A. Hammad, S. Khalil, S. Moretti2015 · 20 citationsPhys. Rev. D 92, 095008 (2015)
Heavy neutrinos and neutral gauge boson Z' at the LHC1405.7550v2 · A. A. Abdelalim, A. Hammad, S. Khalil2014 · 15 citationsPhys. Rev. D 90, 115015 (2014)
Career total: 52 works. 38 are in this corpus.
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