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Integrating Machine Learning with Non-Linear FEA

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Research Paper Link.

The interactive app was done as part of the research collaboration between Autodesk and Foster and Partners to explore the possibility of the integration of Machine Learning with Non-Linear FEA for the back-propagation of the deformation caused by thermal expansion in thin shell laminates. The app as well as some of the artifacts were exhibited in MIT ACADIA 2017.

The full research is currently in the process of being published.

Autodesk | Fall 2017 | Group of 2