Hadi Meidani

1.4k total citations · 1 hit paper
52 papers, 961 citations indexed

About

Hadi Meidani is a scholar working on Civil and Structural Engineering, Statistics, Probability and Uncertainty and Statistical and Nonlinear Physics. According to data from OpenAlex, Hadi Meidani has authored 52 papers receiving a total of 961 indexed citations (citations by other indexed papers that have themselves been cited), including 18 papers in Civil and Structural Engineering, 15 papers in Statistics, Probability and Uncertainty and 13 papers in Statistical and Nonlinear Physics. Recurrent topics in Hadi Meidani's work include Probabilistic and Robust Engineering Design (15 papers), Model Reduction and Neural Networks (11 papers) and Structural Health Monitoring Techniques (8 papers). Hadi Meidani is often cited by papers focused on Probabilistic and Robust Engineering Design (15 papers), Model Reduction and Neural Networks (11 papers) and Structural Health Monitoring Techniques (8 papers). Hadi Meidani collaborates with scholars based in United States, Iran and United Arab Emirates. Hadi Meidani's co-authors include Mohammad Amin Nabian, Xu Wu, Tomasz Kozłowski, Negin Alemazkoor, Koroush Shirvan, Roger Ghanem, Weiheng Zhong, Vahid Keshavarzzadeh, Daniel A. Tortorelli and Maria I. Todorovska and has published in prestigious journals such as SHILAP Revista de lepidopterología, Scientific Reports and Journal of Computational Physics.

In The Last Decade

Hadi Meidani

50 papers receiving 932 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.

Efficient training of physics‐informed neural networks via importance sampling

2021 181 citations Mohammad Amin Nabian, Hadi Meidani et al. profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Hadi Meidani United States	17	282	251	229	212	157	52	961
Rajan Filomeno Coelho Belgium	18	299 1.1×	177 0.7×	115 0.5×	483 2.3×	201 1.3×	69	1.0k
Christian Gogu France	21	316 1.1×	91 0.4×	136 0.6×	301 1.4×	274 1.7×	59	1.1k
Bo Yu China	21	115 0.4×	118 0.5×	64 0.3×	394 1.9×	180 1.1×	102	1.3k
Mengwu Guo Netherlands	11	279 1.0×	477 1.9×	123 0.5×	143 0.7×	99 0.6×	22	746
Steven F. Wojtkiewicz United States	11	536 1.9×	73 0.3×	99 0.4×	310 1.5×	119 0.8×	42	1.0k
Koji Shimoyama Japan	22	469 1.7×	78 0.3×	229 1.0×	207 1.0×	196 1.2×	148	1.6k
Souvik Chakraborty India	26	926 3.3×	384 1.5×	165 0.7×	721 3.4×	256 1.6×	93	1.9k
Vladimir Balabanov United States	13	530 1.9×	71 0.3×	198 0.9×	224 1.1×	181 1.2×	37	1.3k
Matteo Diez Italy	22	471 1.7×	129 0.5×	192 0.8×	325 1.5×	301 1.9×	125	1.7k
Kyriakos C. Giannakoglou Greece	23	218 0.8×	161 0.6×	396 1.7×	454 2.1×	242 1.5×	108	1.6k

Countries citing papers authored by Hadi Meidani

Since Specialization

Citations

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

Fields of papers citing papers by Hadi Meidani

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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

Co-authorship network of co-authors of Hadi Meidani

This figure shows the co-authorship network connecting the top 25 collaborators of Hadi Meidani. A scholar is included among the top collaborators of Hadi Meidani 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 Hadi Meidani. Hadi Meidani 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

Zhong, Weiheng, et al.. (2025). Geometry-informed neural operator transformer for partial differential equations on arbitrary geometries. Computer Methods in Applied Mechanics and Engineering. 451. 118668–118668.

Korić, Seid, et al.. (2025). Toward signed distance function based metamaterial design: Neural operator transformer for forward prediction and diffusion model for inverse design. Computer Methods in Applied Mechanics and Engineering. 446. 118316–118316. 1 indexed citations

Liu, Tong & Hadi Meidani. (2025). Graph neural networks for travel distance estimation and route recommendation under probabilistic hazards. International Journal of Transportation Science and Technology. 21. 372–383. 5 indexed citations

Meidani, Hadi, et al.. (2025). Multi-class traffic assignment using multi-view heterogeneous graph attention networks. Expert Systems with Applications. 286. 128072–128072. 5 indexed citations

Nabian, Mohammad Amin, et al.. (2025). FO-PINN: A First-Order formulation for Physics-Informed Neural Networks. Engineering Analysis with Boundary Elements. 174. 106161–106161. 2 indexed citations

Meidani, Hadi, et al.. (2024). Mesh-based GNN surrogates for time-independent PDEs. Scientific Reports. 14(1). 3394–3394. 11 indexed citations

Meidani, Hadi, et al.. (2024). End-to-end heterogeneous graph neural networks for traffic assignment. Transportation Research Part C Emerging Technologies. 165. 104695–104695. 38 indexed citations

Meidani, Hadi, et al.. (2024). Graph Neural Network Surrogate for Seismic Reliability Analysis of Highway Bridge Systems. Journal of Infrastructure Systems. 30(4). 19 indexed citations

Zhong, Weiheng & Hadi Meidani. (2024). Physics-Informed Geometry-Aware Neural Operator. Computer Methods in Applied Mechanics and Engineering. 434. 117540–117540. 4 indexed citations

10.

Meidani, Hadi, et al.. (2023). Estimation of hydraulic conductivity in a watershed using sparse multi-source data via Gaussian process regression and Bayesian experimental design. Advances in Water Resources. 178. 104489–104489. 3 indexed citations

11.

Meidani, Hadi, et al.. (2023). Optimizing Seismic Retrofit of Bridges: Integrating Efficient Graph Neural Network Surrogates and Transportation Equity. 367–372. 14 indexed citations

12.

Meidani, Hadi, et al.. (2023). Physics-Informed Neural Networks for System Identification of Structural Systems with a Multiphysics Damping Model. Journal of Engineering Mechanics. 149(10). 30 indexed citations

13.

Alemazkoor, Negin & Hadi Meidani. (2021). A Data-Driven Multi-Fidelity Approach for Traffic State Estimation Using Data From Multiple Sources. IEEE Access. 9. 78128–78137. 2 indexed citations

14.

Nabian, Mohammad Amin, Negin Alemazkoor, & Hadi Meidani. (2019). Predicting Near-Term Train Schedule Performance and Delay Using Bi-Level Random Forests. Transportation Research Record Journal of the Transportation Research Board. 2673(5). 564–573. 48 indexed citations

15.

Nabian, Mohammad Amin & Hadi Meidani. (2018). Accelerating Stochastic Assessment of Post-Earthquake Transportation Network Connectivity via Machine-Learning-Based Surrogates. Transportation Research Board 97th Annual MeetingTransportation Research Board. 5 indexed citations

16.

Nabian, Mohammad Amin & Hadi Meidani. (2018). Physics-Informed Regularization of Deep Neural Networks.. arXiv (Cornell University). 10 indexed citations

17.

Alemazkoor, Negin, et al.. (2018). A Recursive Data-driven Model for Traffic Flow Predictions for Locations with Faulty Sensors. 1646–1651. 2 indexed citations

18.

Nabian, Mohammad Amin & Hadi Meidani. (2017). Uncertainty Quantification and PCA-Based Model Reduction for Parallel Monte Carlo Analysis of Infrastructure System Reliability. Transportation Research Board 96th Annual MeetingTransportation Research Board. 2 indexed citations

19.

Al‐Qadi, Imad L., Yanfeng Ouyang, Hadi Meidani, et al.. (2017). Development of a proposed overweight vehicle permit fee structure in Illinois.. Transportation Research Board 97th Annual MeetingTransportation Research Board. 1 indexed citations

20.

Meidani, Hadi, S. Hossein Nedjad, & Mahmoud Nili‐Ahmadabadi. (2008). A Novel Process for Fabrication of Globular Structure by Equal Channel Angular Pressing and Isothermal Treatment of Semisolid Metal. Diffusion and defect data, solid state data. Part B, Solid state phenomena/Solid state phenomena. 141-143. 445–450. 3 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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