Ralf Drautz

8.4k citations
173 papers · 6.2k indexed · 2 hit papers · h-index 43

Impact in

    • Hydrogen embrittlement and corrosion behaviors in metals
    • Machine Learning in Materials Science
    • Microstructure and mechanical properties

Papers in

Ralf Drautz

167 papers receiving 6.1k citations

Hit Papers

The design space of E(3)-equivariant atom-centred interatomic potentials 2025 · 61 citations
612019202620212023100200300400500

Peers

Ralf Drautz
Comparison fields: 5 of 99
  • Metals and Alloys 523
  • Materials Chemistry 4.1k
  • Mechanical Engineering 2.2k
  • General Materials Science 152
  • Condensed Matter Physics 410
Replace Axel van de Walle with:
Axel van de Walle United States
A. G. Khachaturyan United States
Huiqiu Deng China
Ohad Levy United States
Wahyu Setyawan United States
Alexander V. Shapeev Russia
Erik Bitzek Germany
Vidvuds Ozoliņš United States
W. Bollmann Switzerland
Jutta Rogal Germany
Ralf Drautz relative to Axel van de Walle United States Axel van de Walle's profile →
Citations per field
00.5×3.8×
Axel van de Walle · 1×
Citations per year

Countries citing papers authored by Ralf Drautz

Since Specialization
Citations

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

Fields of papers citing papers by Ralf Drautz

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

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

All Works

20 of 20 papers shown
#Work
1 20261
2 20250
3 20250
4 20256
5 202419
6 202410
7 20243
8 20241
9 20248
10 20234
11 20238
12 20239
13 20231
14 20233
15 20235
16 20218
17 202011
18 201917
19 20196
20 20172

About Ralf Drautz

Ralf Drautz is a scholar working on Metals and Alloys, General Materials Science, Materials Chemistry, Atomic and Molecular Physics, and Optics and Condensed Matter Physics, having authored 173 papers that have together received 6.2k indexed citations. Recurring topics across this work include Machine Learning in Materials Science (41 papers), Advanced Chemical Physics Studies (36 papers), Intermetallics and Advanced Alloy Properties (25 papers), Advanced Materials Characterization Techniques (24 papers), High Temperature Alloys and Creep (23 papers), Microstructure and mechanical properties (21 papers), Microstructure and Mechanical Properties of Steels (19 papers) and nanoparticles nucleation surface interactions (19 papers). The work is most often cited by research in Metals and Alloys (523 citations), Materials Chemistry (4.1k citations), Mechanical Engineering (2.2k citations), General Materials Science (152 citations) and Condensed Matter Physics (410 citations). Ralf Drautz has collaborated with scholars based in Germany, United Kingdom and United States. Frequent co-authors include Thomas Hammerschmidt, D. G. Pettifor, Jutta Rogal, Yury Lysogorskiy, Matous Mrovec, Georg K. H. Madsen, Ingo Opahle, T.P.C. Klaver, M. Fähnle and Gunther Eggeler. Their work appears in journals such as Physical Review B, Physical Review Materials, Acta Materialia, Journal of Physics Condensed Matter and Modelling and Simulation in Materials Science and Engineering.

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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