Siddhant Kumar
Impact in
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- Model Reduction and Neural Networks
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- Probabilistic and Robust Engineering Design
Papers in
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- Elasticity and Material Modeling 10
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- Cellular and Composite Structures 8
- Advanced Materials and Mechanics 5
- Co-authors
- Dennis M. Kochmann (11 shared papers)Laura De Lorenzis (12 shared papers)Li Zheng (3 shared papers)Moritz Flaschel (10 shared papers)Stephanie Tan (1 shared paper)Prakash Thakolkaran (7 shared papers)Jan-Hendrik Bastek (1 shared paper)Konstantinos Karapiperis (1 shared paper)
- Journals
- Computer Methods in Applied Mechanics and Engineering (6 papers)Journal of the Mechanics and Physics of Solids (4 papers)npj Computational Materials (2 papers)Nature Communications (2 papers)Extreme Mechanics Letters (2 papers)
- Partner nations
- NetherlandsSwitzerlandUnited States
In The Last Decade
Siddhant Kumar
34 papers receiving 1.4k citations
Siddhant Kumar's Hit Papers
Peers
Comparison fields: 5 of 82
- Statistical and Nonlinear Physics 340
- Statistics, Probability and Uncertainty 132
- Civil and Structural Engineering 371
- Mechanics of Materials 418
- Mechanical Engineering 604
Countries citing papers authored by Siddhant Kumar
This map shows the geographic impact of Siddhant Kumar'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 Siddhant Kumar with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Siddhant Kumar more than expected).
Fields of papers citing papers by Siddhant Kumar
This network shows the impact of papers produced by Siddhant Kumar. 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 Siddhant Kumar. The network helps show where Siddhant Kumar may publish in the future.
Co-authors
The 25 scholars most cited alongside Siddhant Kumar, 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 39 papers — load more, or switch the sort, to bring in the rest.
| # | Work | ||
|---|---|---|---|
| 1 | Inverse-designed spinodoid metamaterials Hit paper breakdown → | 2020 | 295 |
| 2 | Inverting the structure–property map of truss metamaterials by deep learning Hit paper breakdown → | 2021 | 174 |
| 3 | 2021 | 153 | |
| 4 | Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy Hit paper breakdown → | 2021 | 146 |
| 5 | 2022 | 107 | |
| 6 | Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling Hit paper breakdown → | 2023 | 104 |
| 7 | Automated discovery of generalized standard material models with EUCLID Hit paper breakdown → | 2023 | 87 |
| 8 | 2022 | 78 | |
| 9 | 2022 | 49 | |
| 10 | 2023 | 32 | |
| 11 | 2024 | 32 | |
| 12 | 2015 | 31 | |
| 13 | 2023 | 31 | |
| 14 | 2023 | 29 | |
| 15 | 2023 | 25 | |
| 16 | 2018 | 19 | |
| 17 | 2019 | 17 | |
| 18 | 2017 | 16 | |
| 19 | 2020 | 15 | |
| 20 | 2024 | 13 |
About Siddhant Kumar
Siddhant Kumar is a scholar working on Biomedical Engineering, Mechanical Engineering, Mechanics of Materials, Civil and Structural Engineering and Statistical and Nonlinear Physics, having authored 39 papers that have together received 1.5k indexed citations. Recurring topics across this work include Elasticity and Material Modeling (10 papers), Cellular and Composite Structures (8 papers), Topology Optimization in Engineering (7 papers), Model Reduction and Neural Networks (7 papers), Advanced Materials and Mechanics (5 papers), Probabilistic and Robust Engineering Design (5 papers), Fluid Dynamics Simulations and Interactions (3 papers) and Composite Material Mechanics (3 papers). The work is most often cited by research in Statistical and Nonlinear Physics (340 citations), Statistics, Probability and Uncertainty (132 citations), Civil and Structural Engineering (371 citations), Mechanics of Materials (418 citations) and Mechanical Engineering (604 citations). Siddhant Kumar has collaborated with scholars based in Netherlands, Switzerland and United States. Frequent co-authors include Dennis M. Kochmann, Laura De Lorenzis, Li Zheng, Moritz Flaschel, Stephanie Tan, Prakash Thakolkaran, Jan-Hendrik Bastek, Konstantinos Karapiperis, Ajeet Kumar and Enzo Marino. Their work appears in journals such as Computer Methods in Applied Mechanics and Engineering, Journal of the Mechanics and Physics of Solids, npj Computational Materials, Nature Communications and Extreme Mechanics Letters.
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.