Siddhant Kumar

Delft University of Technology

Netherlands

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Articles (10)

Year:

2023

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2023

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2023

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2023

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2023

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2023

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2023

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2022

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2022

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2022

Collaborators (4)

ENZO MARINO

University of Florence

ITALY

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Prakash Thakolkaran

Delft University of Technology

NETHERLANDS

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Carlos M. Portela

Assistant Professor

Massachusetts Institute of Technology

UNITED STATES

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Moritz Flaschel

Weierstrass Institute for Applied Analysis and Stochastics

GERMANY

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Siddhant Kumar

Research Interests

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Articles (10)

Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID

Neural cellular automata for solidification microstructure modelling

Enhanced Floating Isogeometric Analysis

Predicting the influence of geometric imperfections on the mechanical response of 2D and 3D periodic trusses

Inverse-designed growth-based cellular metamaterials

Automated identification of linear viscoelastic constitutive laws with EUCLID

Automated discovery of generalized standard material models with EUCLID

NN-EUCLID: Deep-learning hyperelasticity without stress data

Bayesian-EUCLID: Discovering hyperelastic material laws with uncertainties

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

Collaborators (4)

ENZO MARINO

Prakash Thakolkaran

Carlos M. Portela

Moritz Flaschel

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