Publicaties

• 2025

  Experiment-informed finite-strain inverse design of spinodal metamaterials

  Prakash Thakolkaran / Michael Espinal / Somayajulu Dhulipala / Siddhant Kumar / Carlos M. Portela

• 2024

  AI-Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers

  Yiwen Zheng / Prakash Thakolkaran / Agni K. Biswal / Jake A. Smith / Ziheng Lu / Shuxin Zheng / Bichlien H. Nguyen / Siddhant Kumar / Aniruddh Vashisth

• 2023

  Inverse-designed growth-based cellular metamaterials

  S. van 't Sant / P. Thakolkaran / Jonàs Martínez / Siddhant Kumar

• 2022

  Bayesian-EUCLID

  Discovering hyperelastic material laws with uncertainties
  Akshay Joshi / Prakash Thakolkaran / Yiwen Zheng / Maxime Escande / Moritz Flaschel / Laura De Lorenzis / Siddhant Kumar

• 2022

  NN-EUCLID

  Deep-learning hyperelasticity without stress data
  Prakash Thakolkaran / Akshay Joshi / Yiwen Zheng / Moritz Flaschel / Laura De Lorenzis / Siddhant Kumar

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