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
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- Numerical methods in engineering 16
- Rock Mechanics and Modeling 10
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- Model Reduction and Neural Networks 20
- Co-authors
- Rubén Juanes (11 shared papers)Adrian Moure (2 shared papers)Héctor Gómez (2 shared papers)Maziar Raissi (2 shared papers)A.R. Khoei (3 shared papers)Umair bin Waheed (8 shared papers)S. Pietruszczak (9 shared papers)M. Vahab (4 shared papers)
- 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
42 papers receiving 2.3k citations
Ehsan Haghighat's Hit Papers
Peers
Comparison fields: 5 of 100
- Statistical and Nonlinear Physics 1.1k
- Mechanics of Materials 694
- Statistics, Probability and Uncertainty 187
- Civil and Structural Engineering 561
- Computational Mechanics 420
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-authors
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
Showing the 20 most-cited of 43 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | A physics-informed deep learning framework for inversion and surrogate modeling in solid mechanics Hit paper breakdown → | 2021 | 780 |
| 2 | SciANN: A Keras/TensorFlow wrapper for scientific computations and physics-informed deep learning using artificial neural networks Hit paper breakdown → | 2020 | 297 |
| 3 | Physics-informed neural network for modelling the thermochemical curing process of composite-tool systems during manufacture Hit paper breakdown → | 2021 | 220 |
| 4 | PINNeik: Eikonal solution using physics-informed neural networks Hit paper breakdown → | 2021 | 138 |
| 5 | Physics-informed neural network simulation of multiphase poroelasticity using stress-split sequential training Hit paper breakdown → | 2022 | 111 |
| 6 | 2021 | 107 | |
| 7 | 2014 | 93 | |
| 8 | 2012 | 57 | |
| 9 | 2021 | 50 | |
| 10 | 2022 | 50 | |
| 11 | 2023 | 41 | |
| 12 | 2011 | 37 | |
| 13 | 2015 | 36 | |
| 14 | 2015 | 32 | |
| 15 | 2023 | 31 | |
| 16 | 2020 | 31 | |
| 17 | 2023 | 27 | |
| 18 | 2023 | 26 | |
| 19 | 2022 | 23 | |
| 20 | 2020 | 20 |
About Ehsan Haghighat
Ehsan Haghighat is a scholar working on Mechanics of Materials, Statistical and Nonlinear Physics, Civil and Structural Engineering, Computational Mechanics and Mechanical Engineering, having authored 43 papers that have together received 2.4k indexed citations. Recurring topics across this work include Model Reduction and Neural Networks (20 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 (5 papers) and Seismic Waves and Analysis (4 papers). The work is most often cited by research in Statistical and Nonlinear Physics (1.1k citations), Mechanics of Materials (694 citations), Statistics, Probability and Uncertainty (187 citations), Civil and Structural Engineering (561 citations) and Computational Mechanics (420 citations). Ehsan Haghighat has collaborated with scholars based in United States, Canada and Iran. Frequent co-authors include Rubén Juanes, Adrian Moure, Héctor Gómez, Maziar Raissi, A.R. Khoei, Umair bin Waheed, S. Pietruszczak, M. Vahab, Erdogan Madenci and Trevor Campbell. 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.