Search Results for author: Chiara Daraio

Found 2 papers, 1 papers with code

How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning

1 code implementation10 Nov 2021 Zhi Chen, Alexander Ogren, Chiara Daraio, L. Catherine Brinson, Cynthia Rudin

Machine learning models can assist with metamaterials design by approximating computationally expensive simulators or solving inverse design problems.

Band Gap BIG-bench Machine Learning +1

Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video

no code implementations CVPR 2022 Berthy T. Feng, Alexander C. Ogren, Chiara Daraio, Katherine L. Bouman

We propose an approach that estimates heterogeneous material properties of an object from a monocular video of its surface vibrations.

Object

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