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How to See Hidden Patterns in Metamaterials with Interpretable Machine
  Learning

How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning

10 November 2021
Zhi Chen
Alexander C. Ogren
Chiara Daraio
L. C. Brinson
Cynthia Rudin
ArXivPDFHTML

Papers citing "How to See Hidden Patterns in Metamaterials with Interpretable Machine Learning"

3 / 3 papers shown
Title
Populating cellular metamaterials on the extrema of attainable elasticity through neuroevolution
Populating cellular metamaterials on the extrema of attainable elasticity through neuroevolution
Maohua Yan
Ruicheng Wang
Ke Liu
79
1
0
15 Dec 2024
Generative Inverse Design of Metamaterials with Functional Responses by
  Interpretable Learning
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning
Wei Chen
Rachel Sun
Doksoo Lee
Carlos M. Portela
Wei Chen
AI4CE
35
3
0
08 Dec 2023
Interpretable Machine Learning: Fundamental Principles and 10 Grand
  Challenges
Interpretable Machine Learning: Fundamental Principles and 10 Grand Challenges
Cynthia Rudin
Chaofan Chen
Zhi Chen
Haiyang Huang
Lesia Semenova
Chudi Zhong
FaML
AI4CE
LRM
61
655
0
20 Mar 2021
1