Stefano Marelli

4.3k total citations · 2 hit papers
80 papers, 2.7k citations indexed

About

Stefano Marelli is a scholar working on Statistics, Probability and Uncertainty, Civil and Structural Engineering and Geophysics. According to data from OpenAlex, Stefano Marelli has authored 80 papers receiving a total of 2.7k indexed citations (citations by other indexed papers that have themselves been cited), including 43 papers in Statistics, Probability and Uncertainty, 17 papers in Civil and Structural Engineering and 15 papers in Geophysics. Recurrent topics in Stefano Marelli's work include Probabilistic and Robust Engineering Design (42 papers), Advanced Multi-Objective Optimization Algorithms (15 papers) and Seismic Imaging and Inversion Techniques (14 papers). Stefano Marelli is often cited by papers focused on Probabilistic and Robust Engineering Design (42 papers), Advanced Multi-Objective Optimization Algorithms (15 papers) and Seismic Imaging and Inversion Techniques (14 papers). Stefano Marelli collaborates with scholars based in Switzerland, Italy and Denmark. Stefano Marelli's co-authors include Bruno Sudret, Roland Schöbi, Maliki Moustapha, Emiliano Torre, Paul Embrechts, Tim Tröndle, Johan Lilliestam, Stefan Pfenninger, Joe Wiart and Hansruedi Maurer and has published in prestigious journals such as The Astrophysical Journal, Water Resources Research and Journal of Computational Physics.

In The Last Decade

Stefano Marelli

72 papers receiving 2.6k citations

Hit Papers

align trajectories

What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation threshold for papers in the same subfield and year (this is the minimum needed to enter the top 1%, not the average within it), or reaches the top citation threshold in at least one of its specific research topics.

UQLab: A Framework for Uncertainty Quantification in Matlab

2014 612 citations Stefano Marelli, Bruno Sudret Repository for Publications and Research Data (ETH Zurich) profile →
Active learning for structural reliability: Survey, general framework and benchmark

2022 160 citations Maliki Moustapha, Stefano Marelli et al. Structural Safety profile →

Peers

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-authorship network of co-authors of Stefano Marelli

This figure shows the co-authorship network connecting the top 25 collaborators of Stefano Marelli. A scholar is included among the top collaborators of Stefano Marelli based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Stefano Marelli. Stefano Marelli is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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20 of 20 papers shown

#	Work	Indexed citations
1	Surrogate-accelerated Bayesian Inversion for Exoplanet Interior Characterization 2026 ·The Astrophysical Journal ·(unknown), Caroline Dorn, (unknown), Stefano Marelli	0
2	Pericapsular Nerve Group (PENG) Associated with Lateral Femoral Cutaneous Nerve (LFCN) Block Versus Fascia Iliaca Compartment Block (FICB) for Total Hip Replacement Surgery: Double-Blind Randomized Controlled Trial 2025 ·Journal of Personalized Medicine ·(unknown), Stefano Marelli, Andrea Galimberti, Michele Umbrello, Miriam Gotti, Angelo Pezzi, (unknown)	0
3	UQ state-dependent framework for seismic fragility assessment of industrial components 2025 ·Reliability Engineering & System Safety ·(unknown), Stefano Marelli, Oreste S. Bursi, Bruno Sudret, Marco Broccardo	3
4	Reliability analysis for non-deterministic limit-states using stochastic emulators 2025 ·Structural Safety ·(unknown), Maliki Moustapha, Stefano Marelli, Bruno Sudret	1
5	Reliability analysis for data-driven noisy models using active learning 2024 ·Structural Safety ·(unknown), Maliki Moustapha, Stefano Marelli, Bruno Sudret	1
6	Multifidelity adaptive sequential Monte Carlo for geophysical inversion 2024 ·Geophysical Journal International ·(unknown), Giovanni Angelo Meles, Stefano Marelli, Niklas Linde	4
7	Maxillary Postsurgical Ciliated Cysts (PSCCs): A Series of Three Cases 2024 ·Case Reports in Dentistry ·(unknown), Fabio Pagella, Matteo Pellegrini, (unknown), Andrea Scribante, (unknown), Stefano Marelli	0
8	Floor of the Mouth Hemorrhage Following Dental Implant Placement or Guided Bone Regeneration (GBR) in the Atrophic Interforaminal Mandible 2024 ·Case Reports in Dentistry ·(unknown), Stefano Marelli, (unknown), Andrea Scribante, Lorenzo Preda, Gabriele Savioli, Giorgio Novelli, (unknown)	0
9	Lung Cancer Cells Infiltration into a Mandibular Follicular Cyst 2023 ·Case Reports in Dentistry ·Stefano Marelli, (unknown), Matteo Pellegrini, Andrea Scribante, Gioacchino D’Ambrosio, (unknown)	0
10	Emulating the dynamics of complex systems using autoregressive models on manifolds (mNARX) 2023 ·Mechanical Systems and Signal Processing ·(unknown), Stefano Marelli, Bruno Sudret	14
11	Global sensitivity analysis of 3D printed material with binder jet technology by using surrogate modeling and polynomial chaos expansion 2023 ·Progress in Additive Manufacturing ·(unknown), Stefano Marelli, Bruno Sudret, Michalis F. Vassiliou	10
12	Rare event estimation using stochastic spectral embedding 2022 ·Structural Safety ·(unknown), Stefano Marelli, Iason Papaioannou, Dániel Straub, Bruno Sudret	11
13	Seismic fragility analysis based on artificial ground motions and surrogate modeling of validated structural simulators 2021 ·Earthquake Engineering & Structural Dynamics ·Giuseppe Abbiati, Marco Broccardo, Imad Abdallah, Stefano Marelli, Fabrizio Paolacci	22
14	UNCERTAINTY QUANTIFICATION IN THE CLOUD WITH UQCLOUD 2021 ·Repository for Publications and Research Data (ETH Zurich) ·(unknown), Stefano Marelli, Bruno Sudret	4
15	Development of Probabilistic Dam Breach Model Using Bayesian Inference 2018 ·Water Resources Research ·(unknown), Annunziato Siviglia, (unknown), Stefano Marelli, Robert M. Boes, David F. Vetsch, Bruno Sudret	24
16	A critical appraisal of asymptotic 3D-to-2D data transformation in full-waveform seismic crosshole tomography 2013 ·Geophysics ·L. M. Auer, (unknown), Stewart Greenhalgh, Hansruedi Maurer, Stefano Marelli	39
17	Validity of the acoustic approximation in full-waveform seismic crosshole tomography 2012 ·Geophysics ·Stefano Marelli, Hansruedi Maurer, (unknown)	15
18	Seismic monitoring of radioactive waste repositories 2012 ·Geophysics ·(unknown), Hansruedi Maurer, Stefano Marelli, Stewart Greenhalgh, Alan G. Green	20
19	Exploitation of data-information content in elastic-waveform inversions 2012 ·Geophysics ·(unknown), (unknown), Hansruedi Maurer, Stefano Marelli, Stewart Greenhalgh	14
20	Appraisal of waveform repeatability for crosshole and hole-to-tunnel seismic monitoring of radioactive waste repositories 2010 ·Geophysics ·Stefano Marelli, (unknown), Hansruedi Maurer, Stewart Greenhalgh, Alan G. Green	23

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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