Ilias Bilionis

192 total papers · 3.1k total citations
101 papers, 2.1k citations indexed

About

Ilias Bilionis is a scholar working on Statistics, Probability and Uncertainty, Artificial Intelligence and Building and Construction. According to data from OpenAlex, Ilias Bilionis has authored 101 papers receiving a total of 2.1k indexed citations (citations by other indexed papers that have themselves been cited), including 20 papers in Statistics, Probability and Uncertainty, 18 papers in Artificial Intelligence and 17 papers in Building and Construction. Recurrent topics in Ilias Bilionis's work include Probabilistic and Robust Engineering Design (19 papers), Building Energy and Comfort Optimization (17 papers) and Advanced Multi-Objective Optimization Algorithms (12 papers). Ilias Bilionis is often cited by papers focused on Probabilistic and Robust Engineering Design (19 papers), Building Energy and Comfort Optimization (17 papers) and Advanced Multi-Objective Optimization Algorithms (12 papers). Ilias Bilionis collaborates with scholars based in United States, United Kingdom and Switzerland. Ilias Bilionis's co-authors include Rohit Tripathy, Nicholas Zabaras, Panagiota Karava, Athanasios Tzempelikos, Seungjae Lee, Jitesh H. Panchal, Marcial Gonzalez, Bledar A. Konomi, Guang Lin and Adrián Buganza Tepole and has published in prestigious journals such as The Journal of Chemical Physics, SHILAP Revista de lepidopterología and Journal of Applied Physics.

In The Last Decade

Ilias Bilionis

93 papers receiving 2.1k citations

Hit Papers

Deep UQ: Learning deep ne... 2018 2026 2020 2023 2018 100 200 300
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 benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. Deep UQ: Learning deep neural network surrogate models for high dimensional uncertainty quantification
    2018 304 citations Rohit Tripathy, Ilias Bilionis Journal of Computational Physics profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Ilias Bilionis 547 451 407 340 315 101 2.1k
Souvik Chakraborty 941 1.7× 106 0.2× 388 1.0× 187 0.6× 201 0.6× 95 2.1k
Bertrand Iooss 1.2k 2.2× 80 0.2× 218 0.5× 207 0.6× 295 0.9× 80 2.5k
Sergei Kucherenko 1.3k 2.4× 89 0.2× 160 0.4× 120 0.4× 279 0.9× 67 2.5k
Adil Rasheed 135 0.2× 339 0.8× 544 1.3× 296 0.9× 573 1.8× 142 3.0k
Haitao Liu 431 0.8× 80 0.2× 126 0.3× 656 1.9× 104 0.3× 116 2.5k
Patrick Koch 1.0k 1.8× 133 0.3× 114 0.3× 351 1.0× 167 0.5× 72 3.2k
Souma Chowdhury 238 0.4× 85 0.2× 60 0.1× 342 1.0× 408 1.3× 186 2.7k
Yang Liu 111 0.2× 118 0.3× 528 1.3× 181 0.5× 129 0.4× 70 2.0k
Jean‐François Barthélémy 382 0.7× 232 0.5× 50 0.1× 115 0.3× 90 0.3× 84 2.4k
Stefano Marelli 1.4k 2.5× 74 0.2× 181 0.4× 95 0.3× 260 0.8× 79 2.6k

Countries citing papers authored by Ilias Bilionis

Since Specialization
Citations

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

Fields of papers citing papers by Ilias Bilionis

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Ilias Bilionis

This figure shows the co-authorship network connecting the top 25 collaborators of Ilias Bilionis. A scholar is included among the top collaborators of Ilias Bilionis 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 Ilias Bilionis. Ilias Bilionis is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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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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