Publications

In preparation

  • Nan Feng, Kapil Khandelwal, Seth Watts, Daniel Tortorelli, 3D finite strain data-driven nonlinear homogenization based on machine learning models for periodic metamaterials.

Manuscript ready

  • Nan Feng, Kapil Khandelwal, Seth Watts, Daniel Tortorelli, Nonlinear homogenization and stability analysis of Schwarz periodic metamaterials, Extreme Mechanics Letters.
  • Nan Feng, Guodong Zhang, Kapil Khandelwal, Finite strain robust topology optimization considering multiple uncertain sources, International Journal for Numerical Methods in Engineering.

Published

  • Guodong Zhang, Nan Feng, Kapil Khandelwal, A computational framework for homogenization and multiscale stability analyses of nonlinear periodic materials, International Journal for Numerical Methods in Engineering, (2021). [DOI]
  • Nan Feng, Guodong Zhang, Kapil Khandelwal, Finite strain FE2 analysis with data-driven homogenization using deep neural networks, Computers & Structures, (2022). [DOI]
  • Nan Feng, Guodong Zhang, Kapil Khandelwal, On the Application of Data-Driven Deep Neural Networks in Linear and Nonlinear Structural Dynamics, arXiv , (2021). [DOI]
  • Nan Feng, Guodong Zhang, Kapil Khandelwal, On the performance evaluation of stochastic finite elements in linear and nonlinear problems, Computers & Structures, (2021). [DOI]

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