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B. Nachman · SciRah

Researcher profile · Semantic Scholar

B. Nachman

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B. Nachman — researcher profile on SciRah

h-index: 56
Works: 596
Citations: 15K

Most-cited papers

Quantum Simulation for High-Energy Physics
Christian W. Bauer, Z. Davoudi, A. Balantekin, Tanmoy Bhattacharya +27 more
2022PRX Quantum386 citations Open access
Semantic Scholar
Future Circular Collider Feasibility Study Report: Volume 1, Physics, Experiments, Detectors
M. Benedikt, F. Zimmermann, B. Auchmann, W. Bartmann +496 more
2025175 citations
Semantic Scholar
Future Circular Collider Feasibility Study Report: Volume 2, Accelerators, Technical Infrastructure and Safety
M. Benedikt, F. Zimmermann, B. Auchmann, W. Bartmann +496 more
202590 citations
Semantic Scholar
Fast point cloud generation with diffusion models in high energy physics
V. Mikuni, B. Nachman, Mariel Pettee
2023Physical Review D78 citations Open access
Semantic Scholar
Snowmass 2021 White Paper: Electron Ion Collider for High Energy Physics
R. A. Khalek, U. D'Alesio, M. Arratia, A. Bacchetta +104 more
202262 citations
Semantic Scholar
CaloScore v2: single-shot calorimeter shower simulation with diffusion models
V. Mikuni, B. Nachman
2023Journal of Instrumentation54 citations Open access
Semantic Scholar
Quantum Information Science and Technology for Nuclear Physics. Input into U.S. Long-Range Planning, 2023
D. Beck, J. Carlson, Z. Davoudi, J. Formaggio +97 more
202344 citations
Semantic Scholar
Flow-enhanced transportation for anomaly detection
T. Golling, Samuel Klein, R. Mastandrea, B. Nachman
2022Physical Review D44 citations Open access
Semantic Scholar
New directions for surrogate models and differentiable programming for High Energy Physics detector simulation
A. Adelmann, W. Hopkins, E. Kourlitis, M. Kagan +7 more
2022arXiv.org41 citations Open access
Semantic Scholar
Improving Generative Model-based Unfolding with Schrödinger Bridges
S. Diefenbacher, Guan-Horng Liu, V. Mikuni, B. Nachman +1 more
2023Physical Review D39 citations Open access
Semantic Scholar
Comparison of point cloud and image-based models for calorimeter fast simulation
Fernando Torales Acosta, V. Mikuni, B. Nachman, M. Arratia +4 more
2023Journal of Instrumentation38 citations Open access
Semantic Scholar
Unbinned deep learning jet substructure measurement in high Q2 ep collisions at HERA
V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty +140 more
2023Physics Letters B38 citations Open access
Semantic Scholar
Future Circular Collider Feasibility Study Report
M. Benedikt, F. Zimmermann, B. Auchmann, W. Bartmann +496 more
2025The European Physical Journal Special Topics34 citations Open access
Semantic Scholar
Search for long-lived charginos based on a disappearing-track signature using 136 fb$$^{-1}$$ of pp collisions at $$\sqrt{s}$$ = 13 TeV with the ATLAS detector
G. Aad, B. Abbott, D. C. Abbott, A. A. Abud +496 more
2022The European Physical Journal C33 citations Open access
Semantic Scholar
Overcoming exponential scaling with system size in Trotter-Suzuki implementations of constrained Hamiltonians: 2+1 U(1) lattice gauge theories
D. Grabowska, Christopher Kane, B. Nachman, C. Bauer
202233 citations
Semantic Scholar
Future Circular Collider Feasibility Study Report
M. Benedikt, F. Zimmermann, B. Auchmann, W. Bartmann +496 more
2025The European Physical Journal C32 citations Open access
Semantic Scholar
The interplay of machine learning-based resonant anomaly detection methods
T. Golling, G. Kasieczka, C. Krause, R. Mastandrea +5 more
2023The European Physical Journal C31 citations Open access
Semantic Scholar
Efficient quantum implementation of 2+1 U(1) lattice gauge theories with Gauss law constraints
Christopher Kane, D. Grabowska, B. Nachman, C. Bauer
202230 citations
Semantic Scholar
Quantum anomaly detection for collider physics
Sulaiman Alvi, C. Bauer, B. Nachman
2022Journal of High Energy Physics29 citations Open access
Semantic Scholar
Fitting a deep generative hadronization model
Jay Chan, X. Ju, Adam Kania, B. Nachman +2 more
2023Journal of High Energy Physics27 citations Open access
Semantic Scholar
Learning likelihood ratios with neural network classifiers
Shahzar Rizvi, Mariel Pettee, B. Nachman
2023Journal of High Energy Physics27 citations Open access
Semantic Scholar
High-dimensional and Permutation Invariant Anomaly Detection
V. Mikuni, B. Nachman
2023SciPost Physics27 citations Open access
Semantic Scholar
Future Circular Collider Feasibility Study Report
M. Benedikt, F. Zimmermann, B. Auchmann, W. Bartmann +496 more
2025The European Physical Journal Special Topics26 citations Open access
Semantic Scholar
Refining fast calorimeter simulations with a Schrödinger Bridge
S. Diefenbacher, V. Mikuni, B. Nachman
2023Journal of Instrumentation26 citations Open access
Semantic Scholar
Report of the 2021 U.S. Community Study on the Future of Particle Physics (Snowmass 2021) Summary Chapter
J. Butler, R. Chivukula, A. de Gouvea, T. Han +95 more
202322 citations
Semantic Scholar
Artificial Intelligence for the Electron Ion Collider (AI4EIC)
C. Allaire, R. Ammendola, E. Aschenauer, M. Balandat +94 more
2023Computing and Software for Big Science22 citations Open access
Semantic Scholar
Precision QCD, Hadronic Structure&Forward QCD, Heavy Ions: Report of Energy Frontier Topical Groups 5, 6, 7 submitted to Snowmass 2021
M. Begel, S. Hoeche, M. Schmitt, H.-W. Lin +46 more
202219 citations
Semantic Scholar
Measurement of the 1-jettiness event shape observable in deep-inelastic electron-proton scattering at HERA
V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty +144 more
2024The European Physical Journal C17 citations Open access
Semantic Scholar
Elsa: enhanced latent spaces for improved collider simulations
B. Nachman, Ramon Winterhalder
2023The European Physical Journal C17 citations Open access
Semantic Scholar
Ephemeral Learning - Augmenting Triggers with Online-Trained Normalizing Flows
A. Butter, S. Diefenbacher, G. Kasieczka, B. Nachman +3 more
2022SciPost Physics17 citations Open access
Semantic Scholar
Learning Uncertainties the Frequentist Way: Calibration and Correlation in High Energy Physics.
R. Gambhir, B. Nachman, J. Thaler
2022Physical Review Letters15 citations Open access
Semantic Scholar
Measurement of groomed event shape observables in deep-inelastic electron-proton scattering at HERA
V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty +143 more
2024The European Physical Journal C14 citations Open access
Semantic Scholar
Unbinned profiled unfolding
Jay Chan, B. Nachman
2023Physical Review D14 citations Open access
Semantic Scholar
Constraints on Higgs boson properties using $$WW^{*}(\rightarrow e\nu \mu \nu )jj$$ production in $$36.1\,\mathrm{fb}^{-1}$$ of $$\sqrt{s}=13$$ TeV pp collisions with the ATLAS detector
G. Aad, B. Abbott, D. C. Abbott, A. A. Abud +496 more
2022The European Physical Journal C13 citations Open access
Semantic Scholar
Search for associated production of a Z boson with an invisibly decaying Higgs boson or dark matter candidates at <mml:math xmlns:mml="http://www.w3.org/1998/Math/MathML" altimg="si1.svg"><mml:msqrt><mml:mrow><mml:mi>s</mml:mi></mml:mrow></mml:msqrt><mml:mo linebreak="goodbreak" linebreakstyle="afte
G. Aad, B. Abbott, D. C. Abbott, A. A. Abud +496 more
2022Physics Letters B12 citations Open access
Semantic Scholar
Machine Learning-Assisted Measurement of Lepton-Jet Azimuthal Angular Asymmetries in Deep-Inelastic Scattering at HERA
The H1 collaboration V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty +286 more
202411 citations
Semantic Scholar
FAIR Universe HiggsML Uncertainty Dataset and Competition
L. Benato, W. Bhimji, P. Calafiura, R. Chakkappai +25 more
2024Neural Information Processing Systems10 citations
Semantic Scholar
Weakly-Supervised Anomaly Detection in the Milky Way
Mariel Pettee, S. Thanvantri, B. Nachman, D. Shih +2 more
2023Monthly notices of the Royal Astronomical Society10 citations Open access
Semantic Scholar
Search for flavour-changing neutral-current interactions of a top quark and a gluon in pp collisions at $$\sqrt{s}=13$$ TeV with the ATLAS detector
G. Aad, B. Abbott, D. C. Abbott, A. A. Abud +496 more
2022The European Physical Journal C10 citations Open access
Semantic Scholar
Efficiently Moving Instead of Reweighting Collider Events with Machine Learning
R. Mastandrea, B. Nachman
202210 citations
Semantic Scholar
Observation and differential cross section measurement of neutral current DIS events with an empty hemisphere in the Breit frame
V. Andreev, M. Arratia, A. Baghdasaryan, A. Baty +144 more
2024The European Physical Journal C9 citations Open access
Semantic Scholar
Search for dark matter produced in association with a dark Higgs boson decaying into W+W− in the one-lepton final state at $$ \sqrt{s} $$ = 13 TeV using 139 fb−1 of pp collisions recorded with the ATLAS detector
G. Aad, B. Abbott, D. C. Abbott, K. Abeling +496 more
2023Journal of High Energy Physics9 citations Open access
Semantic Scholar
Resonant anomaly detection with multiple reference datasets
Mayee F. Chen, B. Nachman, Frederic Sala
2022Journal of High Energy Physics9 citations Open access
Semantic Scholar
Morphing parton showers with event derivatives
B. Nachman, S. Prestel
20229 citations
Semantic Scholar
Systematic quark/gluon identification with ratios of likelihoods
S. Bright-Thonney, I. Moult, B. Nachman, S. Prestel
2022Journal of High Energy Physics9 citations Open access
Semantic Scholar
Parton labeling without matching: unveiling emergent labelling capabilities in regression models
Shikai Qiu, Shuo Han, X. Ju, B. Nachman +1 more
2023The European Physical Journal C7 citations Open access
Semantic Scholar
Integrating Particle Flavor into Deep Learning Models for Hadronization
Jay Chan, Xiang-Yang Ju, Adam Kania, B. Nachman +2 more
20237 citations
Semantic Scholar
Machine-Learning Compression for Particle Physics Discoveries
J. Collins, Yifeng Huang, S. Knapen, B. Nachman +1 more
2022arXiv.org7 citations Open access
Semantic Scholar
Accelerating template generation in resonant anomaly detection searches with optimal transport
M. Leigh, Debajyoti Sengupta, B. Nachman, T. Golling
2024Journal of High Energy Physics6 citations Open access
Semantic Scholar
Going off topics to demix quark and gluon jets in α_S extractions
M. LeBlanc, B. Nachman, C. Sauer
2022Journal of High Energy Physics6 citations Open access
Semantic Scholar

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