Publications

Proton Structure from Neural Simulation-Based Inference at the LHC

Ricardo Barrué et al.

arXiv preprint, 2026

arXiv:2604.13157

BitHEP — The limits of low-precision ML in HEP

Claudius Krause, Daohan Wang, Ramon Winterhalder

SciPost Physics 20, 038, 2026

arXiv:2504.03387 · DOI

Higgs Signal Strength Estimation with Machine Learning under Systematic Uncertainties

Minxuan He, Claudius Krause, Daohan Wang

arXiv preprint, 2025

arXiv:2509.00672

Unbinned inclusive cross-section measurements with machine-learned systematic uncertainties

Lisa Benato, Cristina Giordano, Claudius Krause, Ang Li, Robert Schöfbeck, Dennis Schwarz, Maryam Shooshtari, Daohan Wang

Physical Review D 112, 052006, 2025

arXiv:2505.05544 · DOI

FAIR Universe HiggsML Uncertainty Dataset and Competition

Wahid Bhimji et al.

NeurIPS Datasets and Benchmarks Track, 2025

OpenReview

Discovery prospects for the light charged Higgs boson decay to an off-shell top quark and a bottom quark at future high-energy colliders

Jinheung Kim, Soojin Lee, Prasenjit Sanyal, Jeonghyeon Song, Daohan Wang

European Physical Journal C 85, 530, 2025

arXiv:2407.02781 · DOI

Probing light fermiophobic Higgs boson via diphoton jets at the HL-LHC

Daohan Wang, Jin-Hwan Cho, Jinheung Kim, Soojin Lee, Prasenjit Sanyal, Jeonghyeon Song

Physical Review D 109, 015017, 2024

arXiv:2310.17741 · DOI

Hierarchical high-point Energy Flow Network for jet tagging

Wei Shen, Daohan Wang, Jin Min Yang

JHEP 09, 135, 2023

arXiv:2308.08300 · DOI

Quark/gluon discrimination and top tagging with dual attention transformer

Minxuan He, Daohan Wang

European Physical Journal C 83, 1116, 2023

arXiv:2307.04723 · DOI

Exploring lepton flavor violation phenomena of the Z and Higgs bosons at electron-proton colliders

Adil Jueid, Jinheung Kim, Soojin Lee, Jeonghyeon Song, Daohan Wang

Physical Review D 108, 055024, 2023

arXiv:2305.05386 · DOI

Probing the electroweak 4b + l + missing transverse energy final state in type I 2HDM at the LHC

Prasenjit Sanyal, Daohan Wang

JHEP 09, 076, 2023

arXiv:2305.00659 · DOI

Tau nu gamma gamma and same-sign dilepton gamma gamma signatures to probe the fermiophobic Higgs boson with high cutoff scales

Jinheung Kim, Soojin Lee, Prasenjit Sanyal, Jeonghyeon Song, Daohan Wang

JHEP 04, 083, 2023

arXiv:2302.05467 · DOI

Deep learning jet images as a probe of light Higgsino dark matter at the LHC

Huifang Lv, Daohan Wang, Lei Wu

Physical Review D 106, 055008, 2022

arXiv:2203.14569 · DOI

Enhanced Higgs pair production from higgsino decay at the HL-LHC

Jianpeng Dai, Tao Liu, Daohan Wang, Jin Min Yang

Nuclear Physics B 983, 115912, 2022

arXiv:2202.03258 · DOI

Detecting an axion-like particle with machine learning at the LHC

Jie Ren, Daohan Wang, Lei Wu, Jin Min Yang, Mengchao Zhang

JHEP 11, 138, 2021

arXiv:2106.07018 · DOI

Heavy bino and slepton for muon g-2 anomaly

Yuchao Gu, Ning Liu, Liangliang Su, Daohan Wang

Nuclear Physics B 969, 115481, 2021

arXiv:2104.03239 · DOI

Photon-jet events as a probe of axionlike particles at the LHC

Daohan Wang, Lei Wu, Jin Min Yang, Mengchao Zhang

Physical Review D 104, 095016, 2021

arXiv:2102.01532 · DOI

Hunting for top partner with a new signature at the LHC

Daohan Wang, Lei Wu, Mengchao Zhang

Physical Review D 103, 115017, 2021

arXiv:2007.09722 · DOI

Probing the triple Higgs boson coupling with machine learning at the LHC

Murat Abdughani, Daohan Wang, Lei Wu, Jin Min Yang, Jun Zhao

Physical Review D 104, 056003, 2021

arXiv:2005.11086 · DOI