Hammad, A.
- Multi-scale cross-attention transformer encoder for event classification
2023/12/31 by Hammad, A., Moretti, S., Nojiri, M. · 5 citations
#FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph)
- Sharpening the A→ Z(*)h Signature of the Type-II 2HDM at the LHC through Advanced Machine Learning
2023/05/23 by W. Esmail, Esmail, W., A. Hammad +3 · 3 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #High-Energy Particle Collisions Research #Particle physics theoretical and experimental studies
- Streamlined jet tagging network assisted by jet prong structure
2024/04/23 by A. Hammad, Mihoko M. Nojiri, Hammad, A. +1 · 3 citations
Computer Science · Engineering · #Computer Graphics and Visualization Techniques #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Plasma and Flow Control in Aerodynamics
- Testing CP properties of the Higgs boson coupling to τ leptons with heterogeneous graphs
2024/09/10 by Waleed Esmail, A. Hammad, Esmail, W. +5 · 3 citations
Physics and Astronomy · Social Sciences · #Dark Matter and Cosmic Phenomena #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #International Science and Diplomacy #Particle physics theoretical and experimental studies
- Exploring Exotic Decays of the Higgs Boson to Multi-Photons at the LHC via Multimodal Learning Approaches
2024/05/29 by A. Hammad, Hammad, A., Pyungwon Ko +5 · 2 citations
Physics and Astronomy · #Particle physics theoretical and experimental studies #High-Energy Particle Collisions Research #Particle Detector Development and Performance
- Progress in \cal CP violating top-Higgs coupling at the LHC with Machine Learning
2025/04/16 by A. Hammad, Hammad, A., Adil Jueid +1 · 4 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #High Energy Physics - Phenomenology (hep-ph) #Particle physics theoretical and experimental studies #Quantum Chromodynamics and Particle Interactions
- IAFormer: Interaction-Aware Transformer network for collider data analysis
2025/05/06 by Esmail, W., Hammad, A., Nojiri, M. · 3 citations
#FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)
- DLScanner: A parameter space scanner package assisted by deep learning methods
2024/12/27 by A. Hammad, Hammad, A., Raymundo Ramos +1 · 2 citations
Computer Science · Engineering · #Image Processing and 3D Reconstruction #Industrial Vision Systems and Defect Detection
- Quantum similarity learning for anomaly detection
2024/11/15 by Ahmed Hammad, Hammad, A., Mihoko M. Nojiri +3 · 1 citation
Biochemistry, Genetics and Molecular Biology · #FOS: Physical sciences #Fractal and DNA sequence analysis #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Quantum Physics (quant-ph)