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Charles Yang
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Prediction of composite microstructure stress-strain curves using convolutional neural networks
C Yang, Y Kim, S Ryu, GX Gu
Materials & Design 189, 108509, 2020
2652020
Accelerating Auxetic Metamaterial Design with Deep Learning
JK Wilt, C Yang, GX Gu
Advanced Engineering Materials, 1901266, 2020
1362020
Deep learning framework for material design space exploration using active transfer learning and data augmentation
Y Kim, Y Kim, C Yang, K Park, GX Gu, S Ryu
npj Computational Materials 7 (1), 140, 2021
932021
Using convolutional neural networks to predict composite properties beyond the elastic limit
C Yang, Y Kim, S Ryu, GX Gu
MRS Communications 9 (2), 609-617, 2019
662019
Designing an adhesive pillar shape with deep learning-based optimization
Y Kim, C Yang, Y Kim, GX Gu, S Ryu
ACS applied materials & interfaces 12 (21), 24458-24465, 2020
532020
Facile synthesis of ZnO@ ZIF core–shell nanofibers: crystal growth and gas adsorption
X He, C Yang, D Wang, SE Gilliland III, DR Chen, WN Wang
CrystEngComm 19 (18), 2445-2450, 2017
342017
Interpretable forward and inverse design of particle spectral emissivity using common machine-learning models
M Elzouka, C Yang, A Albert, RS Prasher, SD Lubner
Cell Reports Physical Science 1 (12), 2020
222020
Vibrational detection of delamination in composites using a combined finite element analysis and machine learning approach
EW Jacobs, C Yang, KG Demir, GX Gu
Journal of Applied Physics 128 (12), 2020
192020
Interpretable inverse design of particle spectral emissivity using machine learning
M Elzouka, C Yang, A Albert, S Lubner, RS Prasher
arXiv preprint arXiv:2002.04223, 2020
42020
Data-driven approach for the prediction of mechanical properties of carbon fiber reinforced composites
V Shah, S Zadourian, C Yang, Z Zhang, GX Gu
Materials Advances 3 (19), 7319-7327, 2022
32022
Sequential Optimal Placement of Distributed Photovoltaics using Downstream Power Index
MH Athari, C Yang, Z Wang
2017 North American Power Symposium (NAPS), 2017
32017
Detecting Backdoored Neural Networks with Structured Adversarial Attacks
C Yang
University of California, Berkeley, 2021
2021
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Articles 1–12