Danny Smyl

1.5k total citations
58 papers, 1.1k citations indexed

About

Danny Smyl is a scholar working on Electrical and Electronic Engineering, Civil and Structural Engineering and Mechanics of Materials. According to data from OpenAlex, Danny Smyl has authored 58 papers receiving a total of 1.1k indexed citations (citations by other indexed papers that have themselves been cited), including 34 papers in Electrical and Electronic Engineering, 22 papers in Civil and Structural Engineering and 22 papers in Mechanics of Materials. Recurrent topics in Danny Smyl's work include Electrical and Bioimpedance Tomography (34 papers), Flow Measurement and Analysis (16 papers) and Non-Destructive Testing Techniques (15 papers). Danny Smyl is often cited by papers focused on Electrical and Bioimpedance Tomography (34 papers), Flow Measurement and Analysis (16 papers) and Non-Destructive Testing Techniques (15 papers). Danny Smyl collaborates with scholars based in United Kingdom, United States and China. Danny Smyl's co-authors include Dong Liu, Jiangfeng Du, Mohammad Pour‐Ghaz, Aku Seppänen, Tyler N. Tallman, Jiansong Deng, Milad Hallaji, Sven Bossuyt, Andreas Hauptmann and Xiangxiong Kong and has published in prestigious journals such as IEEE Transactions on Pattern Analysis and Machine Intelligence, Journal of Computational Physics and Biophysical Journal.

In The Last Decade

Danny Smyl

52 papers receiving 1.1k citations

Peers — A (Enhanced Table)

Peers by citation overlap · career bar shows stage (early→late) cites · hero ref

Name h Career Trend Papers Cites
Danny Smyl United Kingdom 20 649 366 330 295 241 58 1.1k
Ziguang Jia China 20 573 0.9× 282 0.8× 881 2.7× 327 1.1× 31 0.1× 45 1.4k
J. Sikora Poland 15 335 0.5× 185 0.5× 78 0.2× 175 0.6× 96 0.4× 129 844
Joel B. Harley United States 21 348 0.5× 1.1k 3.0× 768 2.3× 674 2.3× 112 0.5× 149 1.8k
Zhiyao Huang China 20 787 1.2× 613 1.7× 125 0.4× 436 1.5× 165 0.7× 120 1.5k
Sergi Villalba Spain 12 968 1.5× 89 0.2× 790 2.4× 100 0.3× 54 0.2× 15 1.3k
J.J. Anaya Spain 17 148 0.2× 388 1.1× 409 1.2× 131 0.4× 30 0.1× 53 890
Irving J. Oppenheim United States 21 338 0.5× 681 1.9× 871 2.6× 626 2.1× 37 0.2× 143 1.7k
Jiabin Jia United Kingdom 28 1.5k 2.3× 777 2.1× 62 0.2× 543 1.8× 351 1.5× 95 2.0k
Odile Abraham France 25 185 0.3× 866 2.4× 656 2.0× 246 0.8× 679 2.8× 83 1.5k
Mingzhang Luo China 17 95 0.1× 430 1.2× 461 1.4× 246 0.8× 54 0.2× 35 752

Countries citing papers authored by Danny Smyl

Since Specialization
Citations

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

Fields of papers citing papers by Danny Smyl

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Danny Smyl

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

All Works

20 of 20 papers shown
1.
Smyl, Danny, et al.. (2025). Electro-mechanical behaviour of mortars reinforced with alternative electrically conductive inclusions. Materials and Structures. 58(2). 56–56.
2.
Smyl, Danny, et al.. (2025). OpenPyStruct: Open-source toolkit for machine learning-driven structural optimization. Engineering Structures. 343. 120869–120869. 1 indexed citations
3.
Smyl, Danny, et al.. (2025). Inverse structural design with generative and probabilistic autoencoders and diffusion models. Engineering Applications of Artificial Intelligence. 161. 112143–112143.
4.
Wang, Xianlin, et al.. (2025). Machine learning for design, optimization and assessment of steel-concrete composite structures: A review. Engineering Structures. 328. 119652–119652. 11 indexed citations
5.
Smyl, Danny, et al.. (2025). Physics Informed Neural Networks for Electrical Impedance Tomography. Neural Networks. 188. 107410–107410. 2 indexed citations
6.
Liew, A.C., et al.. (2024). Influence zones of continuous beam systems. Structures. 68. 107069–107069. 2 indexed citations
7.
Liew, A.C., et al.. (2024). Machine learning for structural design models of continuous beam systems via influence zones. Inverse Problems. 40(5). 55011–55011. 2 indexed citations
8.
9.
Ganguli, Abhijit, et al.. (2023). Gaussian Mixture Model-Based Classification of Corrosion Severity in Concrete Structures Using Ultrasonic Imaging. Journal of Nondestructive Evaluation. 42(2). 19 indexed citations
10.
Liu, Dong, et al.. (2023). DeepEIT: Deep Image Prior Enabled Electrical Impedance Tomography. IEEE Transactions on Pattern Analysis and Machine Intelligence. 45(8). 9627–9638. 59 indexed citations
11.
Liu, Dong, et al.. (2021). Supershape Recovery From Electrical Impedance Tomography Data. IEEE Transactions on Instrumentation and Measurement. 70. 1–11. 16 indexed citations
12.
Deng, Jiansong, et al.. (2021). Supershape Augmented Reconstruction Method Based on Boolean Operations in Electrical Impedance Tomography. IEEE Transactions on Instrumentation and Measurement. 70. 1–11. 4 indexed citations
13.
Liu, Dong, et al.. (2020). Multiphase Conductivity Imaging With Electrical Impedance Tomography and B-Spline Level Set Method. IEEE Transactions on Instrumentation and Measurement. 69(12). 9634–9644. 17 indexed citations
14.
Liu, Dong, et al.. (2020). Shape-Driven EIT Reconstruction Using Fourier Representations. IEEE Transactions on Medical Imaging. 40(2). 481–490. 27 indexed citations
15.
Tallman, Tyler N. & Danny Smyl. (2020). Structural health and condition monitoring via electrical impedance tomography in self-sensing materials: a review. Smart Materials and Structures. 29(12). 123001–123001. 78 indexed citations
16.
Smyl, Danny & Dong Liu. (2019). Invisibility and indistinguishability in structural damage tomography. Measurement Science and Technology. 31(2). 24001–24001. 5 indexed citations
17.
Liu, Dong, et al.. (2019). B-Spline-Based Sharp Feature Preserving Shape Reconstruction Approach for Electrical Impedance Tomography. IEEE Transactions on Medical Imaging. 38(11). 2533–2544. 45 indexed citations
18.
Smyl, Danny, et al.. (2018). Quantifying Nuclear Remodeling in Heart Failure. Biophysical Journal. 114(3). 499a–499a.
19.
Smyl, Danny. (2017). Electrical Imaging and Numerical Simulation of Unsaturated Moisture Flow in Cement-Based Materials.. NCSU Libraries Repository (North Carolina State University Libraries). 1 indexed citations
20.
Smyl, Danny, Milad Hallaji, Aku Seppänen, & Mohammad Pour‐Ghaz. (2016). Three-Dimensional Electrical Impedance Tomography to Monitor Unsaturated Moisture Ingress in Cement-Based Materials. Transport in Porous Media. 115(1). 101–124. 36 indexed citations

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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