Siyu Isaac Parker Tian
Siyu Isaac Parker Tian
Verified email at u.nus.edu
Title
Cited by
Cited by
Year
Accelerated development of perovskite-inspired materials via high-throughput synthesis and machine-learning diagnosis
S Sun, NTP Hartono, ZD Ren, F Oviedo, AM Buscemi, M Layurova, ...
Joule 3 (6), 1437-1451, 2019
272019
Fast and interpretable classification of small X-ray diffraction datasets using data augmentation and deep neural networks
F Oviedo, Z Ren, S Sun, C Settens, Z Liu, NTP Hartono, S Ramasamy, ...
npj Computational Materials 5 (1), 1-9, 2019
262019
Accelerating photovoltaic materials development via high-throughput experiments and machine-learning-assisted diagnosis
S Sun, NTP Hartono, ZD Ren, F Oviedo, AM Buscemi, M Layurova, ...
arXiv preprint arXiv:1812.01025, 2018
32018
Polymer MEMS sensor for flow monitoring in biomedical device applications
AGP Kottapalli, Z Shen, M Asadnia, S Tian, K Tao, J Miao, ...
2017 IEEE 30th International Conference on Micro Electro Mechanical Systems …, 2017
32017
Embedding physics domain knowledge into a Bayesian network enables layer-by-layer process innovation for photovoltaics
Z Ren, F Oviedo, M Thway, SIP Tian, Y Wang, H Xue, JD Perea, ...
npj Computational Materials 6 (1), 1-9, 2020
22020
Fast classification of small X-ray diffraction datasets using data augmentation and deep neural networks
TB Felipe Oviedo, Zekun Ren, Shijing Sun, Charlie Settens, Zhe Liu, Noor ...
NeurIPS 2018, 2018
2018
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Articles 1–6