Benjamin Nachman

19.5k citations
130 papers · 2.8k · 1 hit paper · h-index 27

Impact in

    • Particle physics theoretical and experimental studies
    • High-Energy Particle Collisions Research
    • Particle Detector Development and Performance
    • Quantum Chromodynamics and Particle Interactions
    • Neutrino Physics Research
    • Computational Physics and Python Applications
    • Quantum Computing Algorithms and Architecture
    • Gaussian Processes and Bayesian Inference

Papers in

    • Particle physics theoretical and experimental studies 98
    • High-Energy Particle Collisions Research 47
    • Particle Detector Development and Performance 44
    • Neutrino Physics Research 13
    • Quantum Chromodynamics and Particle Interactions 13
    • Astrophysics and Cosmic Phenomena 13
    • Computational Physics and Python Applications 23
    • Gaussian Processes and Bayesian Inference 13

Benjamin Nachman

123 papers receiving 2.8k citations

Benjamin Nachman's Hit Papers

CaloGAN: Simulating 3D high energy particle showers in multilayer electromagnetic calorimeters with generative adversarial networks 2018 · 199 citations
1990+2+5Years since publication50100150

Peers

Benjamin Nachman
Comparison fields: 5 of 89
  • Nuclear and High Energy Physics 2.0k
  • Artificial Intelligence 1.2k
  • Statistical and Nonlinear Physics 123
  • Radiation 83
  • Information Systems and Management 64
Replace J. Vega with:
J. Vega Spain
M. Pierini Switzerland
Jesse Thaler United States
D. Whiteson United States
David Shih United States
Tilman Plehn Germany
Peter Skands Switzerland
S. Mrenna United States
Torbjörn Sjöstrand Sweden
Michael Spannowsky United Kingdom
Benjamin Nachman relative to J. Vega Spain J. Vega's profile →
Citations per field
00.5×10.8×
J. Vega · 1×
Citations per year

Countries citing papers authored by Benjamin Nachman

Since Specialization
Citations

This map shows the geographic impact of Benjamin Nachman's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Benjamin Nachman with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Benjamin Nachman more than expected).

Fields of papers citing papers by Benjamin Nachman

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Benjamin Nachman. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Benjamin Nachman. The network helps show where Benjamin Nachman may publish in the future.

Co-authors

The 25 scholars most cited alongside Benjamin Nachman, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.

Border = papers with Benjamin Nachman Line = papers co-authored together Benjamin Nachman links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 130 papers — load more, or switch the sort, to bring in the rest.

#Work
1
CaloGAN: Simulating 3D high energy particle showers in multilayer electromagnetic calorimeters with generative adversarial networks
Hit paper breakdown →
2018199
2 2020165
3 2018144
4 2019144
5 2017133
6 2018123
7 2020104
8 201993
9 202189
10 202084
11 202078
12 202266
13 201764
14 202262
15 202348
16 201948
17 201848
18 201844
19 202040
20 202140

About Benjamin Nachman

Benjamin Nachman is a scholar working on Nuclear and High Energy Physics, Artificial Intelligence, Radiation, Radiology, Nuclear Medicine and Imaging and Electrical and Electronic Engineering, having authored 130 papers that have together received 2.8k indexed citations. Recurring topics across this work include Particle physics theoretical and experimental studies (98 papers), High-Energy Particle Collisions Research (47 papers), Particle Detector Development and Performance (44 papers), Computational Physics and Python Applications (23 papers), Gaussian Processes and Bayesian Inference (13 papers), Neutrino Physics Research (13 papers), Quantum Chromodynamics and Particle Interactions (13 papers) and Astrophysics and Cosmic Phenomena (13 papers). The work is most often cited by research in Nuclear and High Energy Physics (2.0k citations), Artificial Intelligence (1.2k citations), Statistical and Nonlinear Physics (123 citations), Radiation (83 citations) and Information Systems and Management (64 citations). Benjamin Nachman has collaborated with scholars based in United States, Germany and Switzerland. Frequent co-authors include David Shih, Luke de Oliveira, M. Paganini, V. M. Mikuni, Jesse Thaler, Eric Metodiev, Jack H. Collins, Kiel Howe, C. Bauer and Anders Andreassen. Their work appears in journals such as Physical review. D, Journal of High Energy Physics, Journal of Instrumentation, Nuclear Instruments and Methods in Physics Research Section A Accelerators Spectrometers Detectors and Associated Equipment and Physical Review Letters.

Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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