Siddhant Kumar

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Publications

Citations

2.3K

H-Index

Active since

2015

Affiliations

Delft University of Technology(Current)

ETH Zurich

California Institute of Technology

Massachusetts Institute of Technology

Centre National de la Recherche Scientifique

Siddhant Kumar is an author at Delft University of Technology specializing in materials science, computational materials science, and materials engineering.

ORCID

Publications per year

2015–2025

Publications

Inverse-designed spinodoid metamaterials

Siddhant Kumar, Stephanie Tan, Li Zheng et al. · npj Computational Materials · 2020 · 412 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +16

Unsupervised discovery of interpretable hyperelastic constitutive laws

Moritz Flaschel, Siddhant Kumar, Laura De Lorenzis · Computer Methods in Applied Mechanics and Engineering · 2021 · 247 citations · Full text

Natural Sciences, Mechanical Engineering, Physics +17

Inverting the structure–property map of truss metamaterials by deep learning

Jan-Hendrik Bastek, Siddhant Kumar, Bastian Telgen et al. · Proceedings of the National Academy of Sciences · 2021 · 235 citations · Full text

Engineering, Materials Engineering, Materials Science +14

Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling

Li Zheng, Konstantinos Karapiperis, Siddhant Kumar et al. · Nature Communications · 2023 · 171 citations · Full text

Natural Sciences, Materials Engineering, Materials Science +17

Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy

Li Zheng, Siddhant Kumar, Dennis M. Kochmann · Repository for Publications and Research Data (ETH Zurich) · 2021 · 165 citations · Full text

Engineering, Materials Engineering, Materials Science +17

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