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Ziyang Wang
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Rapid biomarker screening of Alzheimer’s disease by interpretable machine learning and graphene-assisted Raman spectroscopy
Z Wang, J Ye, K Zhang, L Ding, T Granzier-Nakajima, JC Ranasinghe, ...
ACS nano 16 (4), 6426-6436, 2022
332022
Accurate virus identification with interpretable Raman signatures by machine learning
J Ye, YT Yeh, Y Xue, Z Wang, N Zhang, H Liu, K Zhang, RA Ricker, Z Yu, ...
Proceedings of the National Academy of Sciences 119 (23), e2118836119, 2022
282022
Engineered 2D materials for optical bioimaging and path toward therapy and tissue engineering
JC Ranasinghe, A Jain, W Wu, K Zhang, Z Wang, S Huang
Journal of Materials Research 37 (10), 1689-1713, 2022
172022
Raman spectroscopy on brain disorders: transition from fundamental research to clinical applications
JC Ranasinghe, Z Wang, S Huang
Biosensors 13 (1), 27, 2022
142022
Measuring complex refractive index through deep-learning-enabled optical reflectometry
Z Wang, YC Lin, K Zhang, W Wu, S Huang
2D Materials 10 (2), 025025, 2023
13*2023
Understanding the excitation wavelength dependence and thermal stability of the SARS-CoV-2 receptor-binding domain using surface-enhanced raman scattering and machine learning
K Zhang, Z Wang, H Liu, N Perea-López, JC Ranasinghe, G Bepete, ...
ACS photonics 9 (9), 2963-2972, 2022
132022
Unveiling brain disorders using liquid biopsy and Raman spectroscopy
JC Ranasinghe, Z Wang, S Huang
Nanoscale 16 (25), 11879-11913, 2024
2024
Optical Properties and Emerging Phenomena of Two-Dimensional Materials
K Zhang, A Jain, W Wu, J Ranasinghe, Z Wang, S Huang
Novel Optical Materials, 1-30, 2024
2024
High-Dimensional Spectroscopy Analysis with Machine Learning Techniques
Z Wang
2023
Strain-Level Identification and Analysis of Avian Coronavirus Using Raman Spectroscopy and Interpretable Machine Learning
P Jin, YT Yeh, J Ye, Z Wang, Y Xue, N Zhang, S Huang, E Ghedin, H Lu, ...
2023 IEEE 20th International Symposium on Biomedical Imaging (ISBI), 2023
2023
Deep-learning-enabled optical ellipsometry for complex thin films and 2D materials
Z Wang, Y Lin, S Huang, K Zhang, W Wu, Z Wang, Y Lin, K Zhang, ...
APS March Meeting Abstracts 2022, S32. 005, 2022
2022
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