Siddhant Kumar

2.2k total citations · 5 hit papers
39 papers, 1.5k citations indexed

About

Siddhant Kumar is a scholar working on Biomedical Engineering, Mechanical Engineering and Mechanics of Materials. According to data from OpenAlex, Siddhant Kumar has authored 39 papers receiving a total of 1.5k indexed citations (citations by other indexed papers that have themselves been cited), including 15 papers in Biomedical Engineering, 12 papers in Mechanical Engineering and 8 papers in Mechanics of Materials. Recurrent topics in Siddhant Kumar's work include Elasticity and Material Modeling (10 papers), Cellular and Composite Structures (8 papers) and Model Reduction and Neural Networks (7 papers). Siddhant Kumar is often cited by papers focused on Elasticity and Material Modeling (10 papers), Cellular and Composite Structures (8 papers) and Model Reduction and Neural Networks (7 papers). Siddhant Kumar collaborates with scholars based in Netherlands, Switzerland and United States. Siddhant Kumar's 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 and has published in prestigious journals such as Proceedings of the National Academy of Sciences, Advanced Materials and Nature Communications.

In The Last Decade

Siddhant Kumar

34 papers receiving 1.4k citations

Hit Papers

5 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.

Inverse-designed spinodoid metamaterials

2020 295 citations Siddhant Kumar, Li Zheng et al. profile →
Inverting the structure–property map of truss metamaterials by deep learning

2021 174 citations Siddhant Kumar, Dennis M. Kochmann et al. profile →
Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy

2021 146 citations Li Zheng, Siddhant Kumar et al. profile →
Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling

2023 104 citations Li Zheng, Konstantinos Karapiperis et al. Nature Communications profile →
Automated discovery of generalized standard material models with EUCLID

2023 87 citations Moritz Flaschel, Siddhant Kumar et al. Computer Methods in Applied Mechanics and Engineering profile →

Peers — A (Enhanced Table)

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

Name	h						Papers	Cites
Siddhant Kumar Netherlands	17	604	562	418	371	340	39	1.5k
Oliver Weeger Germany	23	647 1.1×	472 0.8×	512 1.2×	307 0.8×	192 0.6×	61	1.5k
Francisco J. Montáns Spain	24	495 0.8×	920 1.6×	617 1.5×	401 1.1×	113 0.3×	93	1.8k
Daniel J. Segalman United States	19	406 0.7×	414 0.7×	390 0.9×	527 1.4×	168 0.5×	71	1.7k
Miguel A. Bessa United States	20	744 1.2×	322 0.6×	1.5k 3.6×	677 1.8×	316 0.9×	45	2.5k
Markus Kästner Germany	31	648 1.1×	596 1.1×	1.3k 3.0×	606 1.6×	203 0.6×	147	2.4k
Michel Coret France	20	671 1.1×	460 0.8×	489 1.2×	188 0.5×	104 0.3×	74	1.4k
Rolf Mahnken Germany	22	1.0k 1.7×	455 0.8×	1.4k 3.3×	352 0.9×	144 0.4×	160	2.1k
Haitao Liao China	15	853 1.4×	351 0.6×	245 0.6×	399 1.1×	58 0.2×	53	1.3k
A.K. Mallik India	27	572 0.9×	412 0.7×	489 1.2×	976 2.6×	225 0.7×	121	2.4k
Stewart McWilliam United Kingdom	24	481 0.8×	425 0.8×	423 1.0×	263 0.7×	44 0.1×	62	1.5k

Countries citing papers authored by Siddhant Kumar

Since Specialization

Citations

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

Since Specialization

Physical SciencesHealth SciencesLife SciencesSocial Sciences

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-authorship network of co-authors of Siddhant Kumar

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

All Works

Sort: Min cites: Since: Top N: Style:

20 of 20 papers shown

Thakolkaran, Prakash, et al.. (2025). Can KAN CANs? Input-convex Kolmogorov-Arnold Networks (KANs) as hyperelastic constitutive artificial neural networks (CANs). Computer Methods in Applied Mechanics and Engineering. 443. 118089–118089. 4 indexed citations

Biswal, Agni Kumar, et al.. (2025). Toward sustainable polymer design: a molecular dynamics-informed machine learning approach for vitrimers. Digital Discovery. 4(9). 2559–2569. 1 indexed citations

Ahmadi, Majid, et al.. (2025). Ion sensing based on frequency-dependent physico-chemical processes at electrode/electrolyte interfaces. Nature Communications. 16(1). 10874–10874.

Kumar, Siddhant, et al.. (2024). Spatially-graded 3D-printed viscoelastic truss metamaterials for impact trajectory control and energy absorption. Theoretical and Applied Mechanics Letters. 14(5). 100553–100553. 3 indexed citations

Kumar, Siddhant, et al.. (2024). A discontinuous Galerkin/cohesive zone model approach for the computational modeling of fracture in geometrically exact slender beams. Computational Mechanics. 75(2). 595–612.

Sharma, Saurav, et al.. (2024). Inverse Designing Surface Curvatures by Deep Learning. SHILAP Revista de lepidopterología. 6(6). 9 indexed citations

Li, Zheng, Dennis M. Kochmann, & Siddhant Kumar. (2024). HyperCAN: Hypernetwork-driven deep parameterized constitutive models for metamaterials. Extreme Mechanics Letters. 72. 102243–102243. 5 indexed citations

Thakolkaran, Prakash, et al.. (2024). Experiment-informed finite-strain inverse design of spinodal metamaterials. Extreme Mechanics Letters. 74. 102274–102274. 13 indexed citations

Zheng, Yiwen, Prakash Thakolkaran, Agni Kumar Biswal, et al.. (2024). AI‐Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers. Advanced Science. 12(6). e2411385–e2411385. 10 indexed citations

10.

Kumar, Siddhant, et al.. (2023). Tweet sentiment analysis using logistic regression. IET conference proceedings.. 2023(11). 332–336.

11.

Zheng, Li, Konstantinos Karapiperis, Siddhant Kumar, & Dennis M. Kochmann. (2023). Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling. Nature Communications. 14(1). 7563–7563. 104 indexed citations breakdown →

12.

Kumar, Siddhant, et al.. (2023). Predicting the influence of geometric imperfections on the mechanical response of 2D and 3D periodic trusses. Acta Materialia. 254. 118918–118918. 25 indexed citations

13.

Flaschel, Moritz, et al.. (2023). Single-test evaluation of directional elastic properties of anisotropic structured materials. Journal of the Mechanics and Physics of Solids. 181. 105471–105471. 11 indexed citations

14.

Marino, Enzo, Moritz Flaschel, Siddhant Kumar, & Laura De Lorenzis. (2023). Automated identification of linear viscoelastic constitutive laws with EUCLID. Mechanics of Materials. 181. 104643–104643. 32 indexed citations

15.

Kumar, Siddhant, et al.. (2023). Enhanced Floating Isogeometric Analysis. Computer Methods in Applied Mechanics and Engineering. 417. 116346–116346. 2 indexed citations

16.

Thakolkaran, Prakash, et al.. (2022). Bayesian-EUCLID: discovering hyperelastic material laws with uncertainties. arXiv (Cornell University). 49 indexed citations

17.

Flaschel, Moritz, Siddhant Kumar, & Laura De Lorenzis. (2022). Automated discovery of generalized standard material models with EUCLID. SSRN Electronic Journal. 2 indexed citations

18.

Kumar, Siddhant, et al.. (2020). The Current Management of Cardiac Tumours: a Comprehensive Literature Review. Brazilian Journal of Cardiovascular Surgery. 35(5). 770–780. 15 indexed citations

19.

Kumar, Siddhant, A. Vidyasagar, & Dennis M. Kochmann. (2019). An assessment of numerical techniques to find energy‐minimizing microstructures associated with nonconvex potentials. International Journal for Numerical Methods in Engineering. 121(7). 1595–1628. 17 indexed citations

20.

Kumar, Siddhant, Kostas Danas, & Dennis M. Kochmann. (2018). Enhanced local maximum-entropy approximation for stable meshfree simulations. Computer Methods in Applied Mechanics and Engineering. 344. 858–886. 19 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.

Explore authors with similar magnitude of impact