Heiko Hoffmann

21.5k citations
215 papers · 14.0k · 7 hit papers · h-index 52

Impact in

    • Particle physics theoretical and experimental studies
    • High-Energy Particle Collisions Research
    • Quantum Chromodynamics and Particle Interactions
    • Particle Detector Development and Performance
    • Dark Matter and Cosmic Phenomena
    • Black Holes and Theoretical Physics
    • Robot Manipulation and Learning

Papers in

    • Particle physics theoretical and experimental studies 73
    • High-Energy Particle Collisions Research 63
    • Quantum Chromodynamics and Particle Interactions 38
    • Particle Detector Development and Performance 18
    • Dark Matter and Cosmic Phenomena 8
    • Lung Cancer Diagnosis and Treatment 13
    • Lung Cancer Treatments and Mutations 8

Heiko Hoffmann

198 papers receiving 11.8k citations

Heiko Hoffmann's Hit Papers

Explainability Methods for Graph Convolutional Neural Networks 2019 · 370 citations
3700+14+28Years since publication50010001.5k2.0k2.5k

Peers

Heiko Hoffmann
Comparison fields: 5 of 183
  • Nuclear and High Energy Physics 8.3k
  • Control and Systems Engineering 2.1k
  • Astronomy and Astrophysics 1.0k
  • Radiation 460
  • Artificial Intelligence 1.7k
Replace E. Nebot with:
E. Nebot Australia
Per Christian Hansen Denmark
John B. Bell United States
C.-C. G. Chang United States
Roland Moser Switzerland
Randall K. Smith United States
Christian H. Beck United Kingdom
Richard J. Hanson United States
R. N. Bracewell United States
Yixuan Yuan Hong Kong
Heiko Hoffmann relative to E. Nebot Australia E. Nebot's profile →
Citations per field
00.5×1.5×1.9×
E. Nebot · 1×
Citations per year

Countries citing papers authored by Heiko Hoffmann

Since Specialization
Citations

This map shows the geographic impact of Heiko Hoffmann'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 Heiko Hoffmann with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Heiko Hoffmann more than expected).

Fields of papers citing papers by Heiko Hoffmann

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Heiko Hoffmann. 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 Heiko Hoffmann. The network helps show where Heiko Hoffmann may publish in the future.

Co-authors

The 25 scholars most cited alongside Heiko Hoffmann, 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 Heiko Hoffmann Line = papers co-authored together Heiko Hoffmann links everyone, so they are left out of the graph.

All Works

20 of 20 papers shown

Showing the 20 most-cited of 215 papers — load more, or switch the sort, to bring in the rest.

#Work
1
The CMS experiment at the CERN LHC
Hit paper breakdown →
20082904
2
Dynamical Movement Primitives: Learning Attractor Models for Motor Behaviors
Hit paper breakdown →
20121237
3
Kernel PCA for novelty detection
Hit paper breakdown →
2006580
4
Experimental observation of isolated large transverse energy electrons with associated missing energy at
Hit paper breakdown →
1983578
5
Learning and generalization of motor skills by learning from demonstration
Hit paper breakdown →
2009530
6
Observation and studies of jet quenching in PbPb collisions at s N N = 2.76 TeV
Hit paper breakdown →
2011473
7 1983469
8
Explainability Methods for Graph Convolutional Neural Networks
Hit paper breakdown →
2019370
9 2015309
10 2011236
11 2009227
12 2011220
13 2008218
14 2004184
15 2011180
16 1984180
17 1984162
18 1983143
19 2011129
20 1987119

About Heiko Hoffmann

Heiko Hoffmann is a scholar working on Nuclear and High Energy Physics, Pulmonary and Respiratory Medicine, Artificial Intelligence, Cognitive Neuroscience and Radiation, having authored 215 papers that have together received 14.0k indexed citations. Recurring topics across this work include Particle physics theoretical and experimental studies (73 papers), High-Energy Particle Collisions Research (63 papers), Quantum Chromodynamics and Particle Interactions (38 papers), Particle Detector Development and Performance (18 papers), Lung Cancer Diagnosis and Treatment (13 papers), Dark Matter and Cosmic Phenomena (8 papers), Robot Manipulation and Learning (8 papers) and Lung Cancer Treatments and Mutations (8 papers). The work is most often cited by research in Nuclear and High Energy Physics (8.3k citations), Control and Systems Engineering (2.1k citations), Astronomy and Astrophysics (1.0k citations), Radiation (460 citations) and Artificial Intelligence (1.7k citations). Heiko Hoffmann has collaborated with scholars based in Germany, United States and Switzerland. Frequent co-authors include Peter Pástor, Stefan Schaal, Jun Nakanishi, Auke Jan Ijspeert, Stefan Schaal, Tamim Asfour, Hans-Jörg Vogel, Soheil Kolouri, Charles E. Martin and Phillip E. Pope. Their work appears in journals such as Physics Letters B, Physical Review Letters, Journal of High Energy Physics, The Thoracic and Cardiovascular Surgeon and The European Physical Journal C.

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.

Explore authors with similar magnitude of impact