Michael Beer

15.5k citations
526 papers · 11.9k · 8 hit papers · h-index 49

Impact in

Papers in

Michael Beer

497 papers receiving 11.3k citations

Michael Beer's Hit Papers

A survey on machine learning approaches for uncertainty quantification of engineering systems 2025 · 23 citations
230+13+26Years since publication100200300400500

Peers

Michael Beer
Comparison fields: 5 of 185
  • Statistics, Probability and Uncertainty 5.3k
  • Civil and Structural Engineering 5.1k
  • Safety, Risk, Reliability and Quality 1.4k
  • Management Science and Operations Research 1.0k
  • Statistics and Probability 587
Replace Sankaran Mahadevan with:
Sankaran Mahadevan United States
Dan M. Frangopol United States
Masanobu Shinozuka United States
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Paolo Gardoni United States
Terje Aven Norway
Bilal M. Ayyub United States
Mohammad Modarres United States
Enrico Zio Italy
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Citations per field
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Citations per year

Countries citing papers authored by Michael Beer

Since Specialization
Citations

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

Fields of papers citing papers by Michael Beer

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

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

All Works

20 of 20 papers shown

Showing the 20 most-cited of 526 papers — load more, or switch the sort, to bring in the rest.

#Work
1
Managing Human Assets.
Hit paper breakdown →
1986568
2
Digital twin-driven intelligent assessment of gear surface degradation
Hit paper breakdown →
2022440
3
Imprecise probabilities in engineering analyses
Hit paper breakdown →
2013399
4
A review of vibration-based gear wear monitoring and prediction techniques
Hit paper breakdown →
2022366
5
Breaking the Code of Change
2000331
6 2004322
7 2000274
8 2007232
9 2018216
10 2014181
11 2004149
12
DETERMINATION OF PNEUMATIC TYRE/PAVEMENT INTERFACE CONTACT STRESSES UNDER MOVING LOADS AND SOME EFFECTS ON PAVEMENTS WITH THIN ASPHALT SURFACING LAYERS
1997148
13 2003138
14 2014131
15 2012124
16 2012122
17 2007122
18
Universal source-free domain adaptation method for cross-domain fault diagnosis of machines
Hit paper breakdown →
2023112
19
Vulnerability, Uncertainty, and Risk : Quantification, Mitigation, and Management
2014105
20 202198

About Michael Beer

Michael Beer is a scholar working on Statistics, Probability and Uncertainty, Civil and Structural Engineering, Safety, Risk, Reliability and Quality, Mechanical Engineering and Computational Theory and Mathematics, having authored 526 papers that have together received 11.9k indexed citations. Recurring topics across this work include Probabilistic and Robust Engineering Design (267 papers), Structural Health Monitoring Techniques (159 papers), Advanced Multi-Objective Optimization Algorithms (50 papers), Infrastructure Maintenance and Monitoring (48 papers), Risk and Safety Analysis (45 papers), Seismic Performance and Analysis (39 papers), Wind and Air Flow Studies (36 papers) and Reliability and Maintenance Optimization (36 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (5.3k citations), Civil and Structural Engineering (5.1k citations), Safety, Risk, Reliability and Quality (1.4k citations), Management Science and Operations Research (1.0k citations) and Statistics and Probability (587 citations). Michael Beer has collaborated with scholars based in Germany, United Kingdom and China. Frequent co-authors include Bernd Möller, Ke Feng, Edoardo Patelli, Matteo Broggi, Pengfei Wei, Marcos A. Valdebenito, Qing Ni, Jinchen Ji, Nitin Nohria and Matthias G.R. Faes. Their work appears in journals such as Mechanical Systems and Signal Processing, Reliability Engineering & System Safety, Structural Safety, Computers & Structures and Probabilistic Engineering Mechanics.

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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