Siddhant Kumar

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 24

Top Topics

Principal Curvatures

Automated Discovery

Top Venues

Int. J. Inf. Retr. Res.

J. Nonlinear Sci.

Publications

Yaqi Guo, Saurav Sharma, Siddhant Kumar
Inverse Designing Surface Curvatures by Deep Learning. Adv. Intell. Syst. 6 (6) (2024)
Sai Kubair Kota, Siddhant Kumar, Bianca Giovanardi
A discontinuous Galerkin / cohesive zone model approach for the computational modeling of fracture in geometrically exact slender beams. CoRR (2023)
Prakash Thakolkaran, Michael A. Espinal, Somayajulu Dhulipala, Siddhant Kumar, Carlos M. Portela
Experiment-informed finite-strain inverse design of spinodal metamaterials. CoRR (2023)
Moritz Flaschel, Huitian Yu, Nina Reiter, Jan Hinrichsen, Silvia Budday, Paul Steinmann, Siddhant Kumar, Laura De Lorenzis
Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID. CoRR (2023)
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
Unifying the design space of truss metamaterials by generative modeling. CoRR (2023)
Yiwen Zheng, Prakash Thakolkaran, Jake A. Smith, Ziheng Lu, Shuxin Zheng, Bichlien H. Nguyen, Siddhant Kumar, Aniruddh Vashisth
Inverse Design of Vitrimeric Polymers by Molecular Dynamics and Generative Modeling. CoRR (2023)
Yaqi Guo, Saurav Sharma, Siddhant Kumar
Inverse designing surface curvatures by deep learning. CoRR (2023)
Helge C. Hille, Siddhant Kumar, Laura De Lorenzis
Enhanced Floating Isogeometric Analysis. CoRR (2023)
Prakash Thakolkaran, Akshay Joshi, Yiwen Zheng, Moritz Flaschel, Laura De Lorenzis, Siddhant Kumar
NN-EUCLID: deep-learning hyperelasticity without stress data. CoRR (2022)
Akshay Joshi, Prakash Thakolkaran, Yiwen Zheng, Maxime Escande, Moritz Flaschel, Laura De Lorenzis, Siddhant Kumar
Bayesian-EUCLID: discovering hyperelastic material laws with uncertainties. CoRR (2022)
Moritz Flaschel, Siddhant Kumar, Laura De Lorenzis
Automated discovery of generalized standard material models with EUCLID. CoRR (2022)
Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff
Numerical approaches for investigating quasiconvexity in the context of Morrey's conjecture. CoRR (2022)
Jendrik Voss, Robert J. Martin, Oliver Sander, Siddhant Kumar, Dennis M. Kochmann, Patrizio Neff
Numerical Approaches for Investigating Quasiconvexity in the Context of Morrey's Conjecture. J. Nonlinear Sci. 32 (6) (2022)
Moritz Flaschel, Siddhant Kumar, Laura De Lorenzis
Discovering plasticity models without stress data. CoRR (2022)
Helge C. Hille, Siddhant Kumar, Laura De Lorenzis
Floating Isogeometric Analysis. CoRR (2021)
Siddhant Kumar, Bharat Singh Rajpurohit
A Simple Short-Circuit Protection Scheme for Grid Connected Boost Converter using Output Voltage Characteristic. IAS (2021)
Siddhant Kumar, Dennis M. Kochmann
What machine learning can do for computational solid mechanics. CoRR (2021)
Li Zheng, Siddhant Kumar, Dennis M. Kochmann
Data-driven topology optimization of spinodoid metamaterials with seamlessly tunable anisotropy. CoRR (2020)
Moritz Flaschel, Siddhant Kumar, Laura De Lorenzis
Unsupervised discovery of interpretable hyperelastic constitutive laws. CoRR (2020)
Dhaval Solanki, Siddhant Kumar, Pradeep Raj, Uttama Lahiri
Body Weight Support Assisted Virtual Reality based Treadmill Walk with Gait Characterization. ICCCNT (2019)
Akshi Kumar, Arunima Jaiswal, Shikhar Garg, Shobhit Verma, Siddhant Kumar
Sentiment Analysis Using Cuckoo Search for Optimized Feature Selection on Kaggle Tweets. Int. J. Inf. Retr. Res. 9 (1) (2019)
Siddhant Kumar, Gourav Chowdhary, Venkanna Udutalapally, Debanjan Das, Saraju P. Mohanty
gCrop: Internet-of-Leaf-Things (IoLT) for Monitoring of the Growth of Crops in Smart Agriculture. iSES (2019)
Siddhant Kumar, Adil Usman
A Review of Converter Topologies for Battery Charging Applications in Plug-in Hybrid Electric Vehicles. IAS (2018)
Siddhant Kumar, Neha Muthiyan, Shaifu Gupta, Dileep Aroor Dinesh, Aditya Nigam
Association Learning based Hybrid Model for Cloud Workload Prediction. IJCNN (2018)