Siddhant Kumar
Technische Universiteit Delft
H-index: 14
Europe-Netherlands
Top articles of Siddhant Kumar
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
AI‐Enabled Materials Design of Non‐Periodic 3D Architectures With Predictable Direction‐Dependent Elastic Properties | Advanced Materials | Weiting Deng Siddhant Kumar Alberto Vallone Dennis M Kochmann Julia R Greer | 2024/2/6 |
Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID | Journal of the Mechanics and Physics of Solids | Moritz Flaschel Huitian Yu Nina Reiter Jan Hinrichsen Silvia Budday | 2023/11/1 |
Unifying the design space of truss metamaterials by generative modeling | arXiv preprint arXiv:2306.14773 | Li Zheng Siddhant Kumar Dennis M Kochmann | 2023/6/26 |
Enhanced Floating Isogeometric Analysis | Computer Methods in Applied Mechanics and Engineering | Helge C Hille Siddhant Kumar Laura De Lorenzis | 2023/12/15 |
Neural cellular automata for solidification microstructure modelling | Computer Methods in Applied Mechanics and Engineering | Jian Tang Siddhant Kumar Laura De Lorenzis Ehsan Hosseini | 2023/9/1 |
Automated identification of linear viscoelastic constitutive laws with EUCLID | Mechanics of Materials | Enzo Marino Moritz Flaschel Siddhant Kumar Laura De Lorenzis | 2023/3/31 |
A discontinuous Galerkin/cohesive zone model approach for the computational modeling of fracture in geometrically exact slender beams | arXiv preprint arXiv:2312.07349 | Sai Kubair Kota Siddhant Kumar Bianca Giovanardi | 2023/12/12 |
Inverse designing surface curvatures by deep learning | arXiv preprint arXiv:2309.00163 | Yaqi Guo Saurav Sharma Siddhant Kumar | 2023/8/31 |
Automated discovery of generalized standard material models with EUCLID | Computer Methods in Applied Mechanics and Engineering | Moritz Flaschel Siddhant Kumar Laura De Lorenzis | 2023/2/15 |
Inverse Design of Vitrimeric Polymers by Molecular Dynamics and Generative Modeling | arXiv preprint arXiv:2312.03690 | Yiwen Zheng Prakash Thakolkaran Jake A Smith Ziheng Lu Shuxin Zheng | 2023/12/6 |
Predicting the influence of geometric imperfections on the mechanical response of 2D and 3D periodic trusses | Acta Materialia | Raphaël N Glaesener Siddhant Kumar Claire Lestringant Thomas Butruille Carlos M Portela | 2023/8/1 |
Single-test evaluation of directional elastic properties of anisotropic structured materials | Journal of the Mechanics and Physics of Solids | Jagannadh Boddapati Moritz Flaschel Siddhant Kumar Laura De Lorenzis Chiara Daraio | 2023/10/21 |
Inverse-designed growth-based cellular metamaterials | Mechanics of Materials | Sikko Van’t Sant Prakash Thakolkaran Jonàs Martínez Siddhant Kumar | 2023/7/1 |
Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling | Nature Communications | Li Zheng Konstantinos Karapiperis Siddhant Kumar Dennis M Kochmann | 2023/11/21 |
Experiment-informed finite-strain inverse design of spinodal metamaterials | arXiv preprint arXiv:2312.11648 | Prakash Thakolkaran Michael A Espinal Somayajulu Dhulipala Siddhant Kumar Carlos M Portela | 2023/12/18 |
Discovering plasticity models without stress data | npj Computational Materials | Moritz Flaschel Siddhant Kumar Laura De Lorenzis | 2022/4/28 |
Floating Isogeometric Analysis | Computer Methods in Applied Mechanics and Engineering | Helge C Hille Siddhant Kumar Laura De Lorenzis | 2022/3/15 |
Inverting the structure–property map of truss metamaterials by deep learning | Proceedings of the National Academy of Sciences | Jan-Hendrik Bastek Siddhant Kumar Bastian Telgen Raphaël N Glaesener Dennis M Kochmann | 2022/1/4 |
Bayesian-EUCLID: Discovering hyperelastic material laws with uncertainties | Computer Methods in Applied Mechanics and Engineering | Akshay Joshi Prakash Thakolkaran Yiwen Zheng Maxime Escande Moritz Flaschel | 2022 |
FEM Data-Automated discovery of generalized standard material models with EUCLID | Moritz Flaschel Siddhant Kumar Laura De Lorenzis | 2022/12/12 |
Co-Authors
