How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning. - Zhi Chen 009; Alexander C. Ogren; Chiara Daraio; L. Catherine Brinson; Cynthia Rudin (CoRR, 2021)

2D elastodynamic metamaterials. - Alexander C. Ogren; Zhi Chen 009; L. Catherine Brinson; Mary Bastawrous; Cynthia Rudin; Chiara Daraio (UCI Machine Learning Repository, 2021)

Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video. - Berthy T. Feng; Alexander C. Ogren; Chiara Daraio; Katherine L. Bouman (CVPR, 2022)

Phononic materials with effectively scale-separated hierarchical features using interpretable machine learning. - Mary Bastawrous; Zhi Chen 009; Alexander C. Ogren; Chiara Daraio; Cynthia Rudin; L. Catherine Brinson (CoRR, 2024)

Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves. - Alexander C. Ogren; Berthy T. Feng; Jihoon Ahn; Katherine L. Bouman; Chiara Daraio (CoRR, 2025)