Stefano Marelli

75 papers receiving 2.7k citations

Stefano Marelli's Hit Papers

Active learning for structural reliability: Survey, general framework and benchmark 2022 · 178 citations
1780+4+8Years since publication200400600

Peers

Stefano Marelli
Comparison fields: 5 of 129
  • Statistics, Probability and Uncertainty 1.5k
  • Civil and Structural Engineering 936
  • Computational Theory and Mathematics 496
  • Safety, Risk, Reliability and Quality 228
  • Environmental Engineering 277
Replace Edoardo Patelli with:
Edoardo Patelli United Kingdom
Bertrand Iooss France
Abdollah Shafieezadeh United States
Wolfgang Nowak Germany
Mahesh D. Pandey Canada
Géraud Blatman France
Alexandros A. Taflanidis United States
Geoffrey T. Parks United Kingdom
Francesco Cadini Italy
Adrian Sandu United States
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Citations per year

Countries citing papers authored by Stefano Marelli

Since Specialization
Citations

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

Fields of papers citing papers by Stefano Marelli

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authors

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

All Works

20 of 20 papers shown

Showing the 20 most-cited of 84 papers — load more, or switch the sort, to bring in the rest.

#Work
1
UQLab: A Framework for Uncertainty Quantification in Matlab
Hit paper breakdown →
2014632
2 2018226
3 2016211
4
Active learning for structural reliability: Survey, general framework and benchmark
Hit paper breakdown →
2022178
5 2020168
6 2019117
7 2019109
8 2017101
9 202195
10 201894
11 202062
12 201757
13 201753
14 201341
15 202039
16 201736
17 201825
18 202025
19 201225
20 202124

About Stefano Marelli

Stefano Marelli is a scholar working on Statistics, Probability and Uncertainty, Civil and Structural Engineering, Computational Theory and Mathematics, Geophysics and Ocean Engineering, having authored 84 papers that have together received 2.8k indexed citations. Recurring topics across this work include Probabilistic and Robust Engineering Design (44 papers), Advanced Multi-Objective Optimization Algorithms (17 papers), Seismic Imaging and Inversion Techniques (15 papers), Geophysical Methods and Applications (14 papers), Structural Health Monitoring Techniques (12 papers), Seismic Waves and Analysis (11 papers), Model Reduction and Neural Networks (7 papers) and Structural Response to Dynamic Loads (7 papers). The work is most often cited by research in Statistics, Probability and Uncertainty (1.5k citations), Civil and Structural Engineering (936 citations), Computational Theory and Mathematics (496 citations), Safety, Risk, Reliability and Quality (228 citations) and Environmental Engineering (277 citations). Stefano Marelli has collaborated with scholars based in Switzerland, Italy and Germany. Frequent co-authors include Bruno Sudret, Roland Schöbi, Maliki Moustapha, Paul Embrechts, Emiliano Torre, Johan Lilliestam, Tim Tröndle, Stefan Pfenninger, Joe Wiart and Hansruedi Maurer. Their work appears in journals such as Structural Safety, Geophysics, Mechanical Systems and Signal Processing, Geophysical Journal International and International Journal for Uncertainty Quantification.

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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