Author

Alexander C. Ogren

Observed names: Alexander Ogren, Ogren, Alexander, Ogren, Alexander C, Ogren, Alexander C., Ogren, Alexander Charles

Institution: California Institute of Technology

Observed institution: California Institute of Technology

ORCID: 0000-0002-7277-0069

Observed ORCID: 0000-0002-7277-0069

OpenAlex ID: A5032334298

How to see hidden patterns in metamaterials with interpretable machine learning

2022 · Zhi Chen, Alexander Ogren, et al. · Extreme Mechanics Letters · 30

Gaussian Process Regression as a Surrogate Model for the Computation of Dispersion Relations

2023 · Alexander C. Ogren, Berthy T. Feng, et al. · Computer Methods in Applied Mechanics and Engineering · 26

Visual Vibration Tomography: Estimating Interior Material Properties from Monocular Video

2022 · Berthy T. Feng, Alexander C. Ogren, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 11

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Graph-based design of irregular metamaterials

2025 · Rayehe Karimi Mahabadi, Zhi Chen, et al. · International Journal of Mechanical Sciences · 9

A multiscale design method using interpretable machine learning for phononic materials with closely interacting scales

2025 · Mary V. Bastawrous, Zhi Chen, et al. · Computer Methods in Applied Mechanics and Engineering · 6

A Computational Framework to design 3D stiffness gradient acoustic metamaterials for impedance matching

2025 · Rayehe Karimi Mahabadi, Doksoo Lee, et al. · Computer Methods in Applied Mechanics and Engineering · 1

Phononic Materials with Effectively Scale-Separated Hierarchical Features Using Interpretable Machine Learning

2024 · Mary V. Bastawrous, Zhi Chen, et al. · SSRN Electronic Journal · 1

Learning Metamaterial Eigenmodes with Wavelet-Encoded Fourier Neural Operators

2026 · Zhang, Han, Ogren, Alexander, et al. · arXiv (Cornell University)

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Graded anisotropic metamaterials for elastic wave mode conversion

2026 · Boddapati, Jagannadh, Ahn, Jihoon, et al. · arXiv (Cornell University)

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Graded anisotropic metamaterials for elastic wave mode conversion

2026 · Jagannadh Boddapati, Jihoon Ahn, et al. · SSRN Electronic Journal

Visual Surface Wave Elastography: Revealing Subsurface Physical Properties via Visible Surface Waves

2025 · Alexander C. Ogren, Berthy T. Feng, et al. · IEEE/CVF International Conference on Computer Vision (ICCV)

Works count: 13

Citation count: 84

H-index: 5

I10-index: 3