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hep-ph2026
Intrinsic Properties of Large CP Violation in the Complex Two-Higgs-Doublet Model
Soojin Lee, A. Hammad, Dongjoo Kim +1
We investigate the parameter space supporting large CP violation (CPV) in the complex two-Higgs-doublet model with softly broken symmetry, where the 125~GeV Higgs boson is…
hep-ph2026★ 1 cited
IAFormer: Interaction-Aware Transformer network for collider data analysis
W. Esmail, A. Hammad, M. Nojiri
In this paper, we introduce \texttt{IAFormer}, a novel Transformer-based architecture that efficiently integrates pairwise particle interactions through a dynamic sparse attention…
hep-ph2026
CoLLM: AI engineering toolbox for end-to-end deep learning in collider analyses
W. Esmail, A. Hammad, M. Nojiri
Recent improvements in large language models have opened new opportunities for accelerating and automating scientific workflows. In parallel, modern collider analyses are becoming…