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1

Tackling data scarcity with transfer learning: a case study..:

Tian, Siyu Isaac Parker ; Ren, Zekun ; Venkataraj, Selvaraj...
Digital Discovery. 2 (2023) 5 - p. 1334-1346 , 2023

Link: https://doi.org/10.1039/..

2

Predicting Synthesizability using Machine Learning on Datab..:

Zhu, Ruiming ; Tian, Siyu Isaac Parker ; Ren, Zekun...
ACS Omega. 8 (2023) 9 - p. 8210-8218 , 2023

Link: https://doi.org/10.1021/..

3

Extracting film thickness and optical constants from spectr..:

Dutta, Rajdeep ; Tian, Siyu Isaac Parker ; Liu, Zhe...
PLOS ONE. 17 (2022) 11 - p. e0276555 , 2022

Link: https://doi.org/10.1371/..

4

Multi‐Fidelity High‐Throughput Optimization of Electrical C..:

Bash, Daniil ; Cai, Yongqiang ; Chellappan, Vijila...
Advanced Functional Materials. 31 (2021) 36 - p. , 2021

Link: https://doi.org/10.1002/..

5

Rapid and Accurate Thin Film Thickness Extraction via UV-Vi..:

, In: 2020 47th IEEE Photovoltaic Specialists Conference (PVSC),

Tian, Siyu Isaac Parker ; Liu, Zhe ; Chellappan, Vijila... - p. 0128-0132 , 2020

Link: https://doi.org/10.1109/..

6

Two-step machine learning enables optimized nanoparticle sy..:

Mekki-Berrada, Flore ; Ren, Zekun ; Huang, Tan...
npj Computational Materials. 7 (2021) 1 - p. , 2021

Link: https://doi.org/10.1038/..

7

Correction: Tackling data scarcity with transfer learning: ..:

Parker Tian, Siyu Isaac ; Ren, Zekun ; Venkataraj, Selvaraj...
Digital Discovery. 3 (2024) 5 - p. 1068-1068 , 2024

Link: https://doi.org/10.1039/..

8

An open-source environmental chamber for materials-stabilit..:

Keesey, Rodolfo ; Tiihonen, Armi ; Siemenn, Alexander E....
Digital Discovery. 2 (2023) 2 - p. 422-440 , 2023

Link: https://doi.org/10.1039/..

9

Predicting Synthesizability using Machine Learning on Datab..:

Zhu, Ruiming ; Tian, Siyu Isaac Parker ; Ren, Zekun...
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC9996807/. , 2023

Link: http://www.ncbi.nlm.nih...

10

Predicting synthesizability using machine learning on datab..:

Zhu, Ruiming ; Tian, Siyu Isaac Parker ; Ren, Zekun...
A1898b0043. , 2023

Link: https://hdl.handle.net/1..

11

An open-source environmental chamber for materials-stabilit..:

Keesey, Rodolfo ; Tiihonen, Armi ; Siemenn, Alexander E...
Digital Discovery. , 2023

Link: https://aaltodoc.aalto.f..

12

Predicting Synthesizability using Machine Learning on Datab..:

Zhu, Ruiming ; Tian, Siyu Isaac Parker ; Ren, Zekun...
10.1021/acsomega.2c04856. , 2023

Link: https://hdl.handle.net/1..

13

Extracting film thickness and optical constants from spectr..:

Dutta, Rajdeep ; Tian, Siyu Isaac Parker ; Liu, Zhe...
10.1371/JOURNAL.PONE.0276555. , 2023

Link: https://hdl.handle.net/1..

14

What Information is Necessary and Sufficient to Predict Mat..:

Tian, Siyu Isaac Parker ; Walsh, Aron ; Ren, Zekun..
http://arxiv.org/abs/2206.04968. , 2022

Link: http://arxiv.org/abs/220..

15

Tackling Data Scarcity with Transfer Learning: A Case Study..:

Tian, Siyu Isaac Parker ; Ren, Zekun ; Venkataraj, Selvaraj...
http://arxiv.org/abs/2207.02209. , 2022

Link: http://arxiv.org/abs/220..

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