Ehsan Haghighat
Impact in
- Statistical and Nonlinear Physics top 0.5%
- Model Reduction and Neural Networks
- Mechanics of Materials top 2%
- Numerical methods in engineering
- Rock Mechanics and Modeling
Papers in
-
- Model Reduction and Neural Networks 19
-
- Numerical methods in engineering 16
- Rock Mechanics and Modeling 10
- Co-authors
- Rubén JuanesHéctor GómezAdrian MoureMaziar RaissiA.R. KhoeiS. PietruszczakM. VahabUmair bin Waheed
- Journals
- Computer Methods in Applied Mechanics and Engineering (8 papers)International Journal of Solids and Structures (3 papers)Journal of Engineering Mechanics (3 papers)Engineering Fracture Mechanics (2 papers)Engineering With Computers (2 papers)
- Partner nations
- United StatesCanadaIran
In The Last Decade
Ehsan Haghighat
37 papers receiving 2.1k citations
Hit Papers
Peers
Comparison fields: 5 of 101
- Statistical and Nonlinear Physics 1.0k
- Mechanics of Materials 659
- Civil and Structural Engineering 535
- Statistics, Probability and Uncertainty 171
- Computational Mechanics 400
Countries citing papers authored by Ehsan Haghighat
This map shows the geographic impact of Ehsan Haghighat'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 Ehsan Haghighat with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Ehsan Haghighat more than expected).
Fields of papers citing papers by Ehsan Haghighat
This network shows the impact of papers produced by Ehsan Haghighat. 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 Ehsan Haghighat. The network helps show where Ehsan Haghighat may publish in the future.
Co-authorship network
The 25 scholars most cited alongside Ehsan Haghighat, linked wherever they have co-authored with each other. Click a name or a connecting line to browse the papers they share.
All Works
| # | Work | ||
|---|---|---|---|
| 1 | 2025 | 0 | |
| 2 | 2024 | 0 | |
| 3 | 2024 | 9 | |
| 4 | 2024 | 0 | |
| 5 | 2024 | 1 | |
| 6 | 2023 | 24 | |
| 7 | 2023 | 27 | |
| 8 | 2023 | 36 | |
| 9 | 2022 | 22 | |
| 10 | 2021 | 8 | |
| 11 | 2021 | 4 | |
| 12 | A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics Hit paper breakdown → | 2021 | 685 |
| 13 | 2021 | 18 | |
| 14 | A deep learning framework for solution and discovery in solid mechanics: linear elasticity. | 2020 | 13 |
| 15 | 2020 | 29 | |
| 16 | 2020 | 18 | |
| 17 | 2015 | 4 | |
| 18 | 2015 | 32 | |
| 19 | 2015 | 12 | |
| 20 | 2011 | 36 |
About Ehsan Haghighat
Ehsan Haghighat is a scholar working on Statistical and Nonlinear Physics, Mechanics of Materials, Civil and Structural Engineering, Numerical Analysis and Computational Mechanics, having authored 41 papers that have together received 2.1k indexed citations. Recurring topics across this work include Model Reduction and Neural Networks (19 papers), Numerical methods in engineering (16 papers), Rock Mechanics and Modeling (10 papers), Dam Engineering and Safety (7 papers), Geotechnical Engineering and Underground Structures (6 papers), Drilling and Well Engineering (5 papers), Seismic Imaging and Inversion Techniques (4 papers) and Hydraulic Fracturing and Reservoir Analysis (4 papers). The work is most often cited by research in Statistical and Nonlinear Physics (1.0k citations), Mechanics of Materials (659 citations), Civil and Structural Engineering (535 citations), Statistics, Probability and Uncertainty (171 citations) and Computational Mechanics (400 citations). Ehsan Haghighat has collaborated with scholars based in United States, Canada and Iran. Frequent co-authors include Rubén Juanes, Héctor Gómez, Adrian Moure, Maziar Raissi, A.R. Khoei, S. Pietruszczak, M. Vahab, Umair bin Waheed, Sina Amini Niaki and Reza Vaziri. Their work appears in journals such as Computer Methods in Applied Mechanics and Engineering, International Journal of Solids and Structures, Journal of Engineering Mechanics, Engineering Fracture Mechanics and Engineering With Computers.
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.