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Siddhant Kumar
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Year
Inverse-designed spinodoid metamaterials
S Kumar, S Tan, L Zheng, DM Kochmann
npj Computational Materials 6 (1), 1-10, 2020
54*2020
A helical Cauchy-Born rule for special Cosserat rod modeling of nano and continuum rods
A Kumar, S Kumar, P Gupta
Journal of Elasticity 124 (1), 81-106, 2016
232016
Unsupervised discovery of interpretable hyperelastic constitutive laws
M Flaschel, S Kumar, L De Lorenzis
Computer Methods in Applied Mechanics and Engineering 381, 113852, 2021
212021
Enhanced local maximum-entropy approximation for stable meshfree simulations
S Kumar, K Danas, DM Kochmann
Computer Methods in Applied Mechanics and Engineering 344, 858-886, 2019
192019
Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy
L Zheng, S Kumar, DM Kochmann
Computer Methods in Applied Mechanics and Engineering 383, 113894, 2021
152021
Effect of Intrinsic Twist and Orthotropy on Extension–Twist–Inflation Coupling in Compressible Circular Tubes
R Singh, S Kumar, A Kumar
Journal of Elasticity 128 (2), 175-201, 2017
132017
An assessment of numerical techniques to find energy‐minimizing microstructures associated with nonconvex potentials
S Kumar, A Vidyasagar, DM Kochmann
International Journal for Numerical Methods in Engineering 121 (7), 1595-1628, 2020
102020
A meshless multiscale approach to modeling severe plastic deformation of metals: Application to ECAE of pure copper
S Kumar, AD Tutcuoglu, Y Hollenweger, DM Kochmann
Computational Materials Science 173, 109329, 2020
62020
Discovering plasticity models without stress data
M Flaschel, S Kumar, L De Lorenzis
npj Computational Materials 8 (1), 1-10, 2022
32022
Inverting the structure–property map of truss metamaterials by deep learning
JH Bastek, S Kumar, B Telgen, RN Glaesener, DM Kochmann
Proceedings of the National Academy of Sciences 119 (1), 2022
32022
Numerical approaches for investigating quasiconvexity in the context of Morrey's conjecture
J Voss, RJ Martin, O Sander, S Kumar, DM Kochmann, P Neff
arXiv preprint arXiv:2201.06392, 2022
12022
What machine learning can do for computational solid mechanics
S Kumar, DM Kochmann
Current Trends and Open Problems in Computational Mechanics, 275-285, 2022
12022
Floating Isogeometric Analysis
HC Hille, S Kumar, L De Lorenzis
Computer Methods in Applied Mechanics and Engineering 392, 114684, 2022
2022
Bayesian-EUCLID: discovering hyperelastic material laws with uncertainties
A Joshi, P Thakolkaran, Y Zheng, M Escande, M Flaschel, L De Lorenzis, ...
arXiv preprint arXiv:2203.07422, 2022
2022
An Enhanced Maximum-Entropy Based Meshfree Method: Theory and Applications
S Kumar
California Institute of Technology, 2019
2019
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Articles 1–15