Search Results - Shinjae Yoo

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  1. 1

    Federated Quantum Machine Learning by Samuel Yen-Chi Chen, Shinjae Yoo

    Published in Entropy (2021-04-01)
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  2. 2

    Complex imaging of phase domains by deep neural networks by Longlong Wu, Pavol Juhas, Shinjae Yoo, Ian Robinson

    Published in IUCrJ (2021-01-01)
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  3. 3

    A machine learning-based characterization framework for parametric representation of liquid sloshing by Xihaier Luo, Ahsan Kareem, Liting Yu, Shinjae Yoo

    Published in Results in Engineering (2023-06-01)
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  4. 4

    Quantum machine learning with differential privacy by William M. Watkins, Samuel Yen-Chi Chen, Shinjae Yoo

    Published in Scientific Reports (2023-02-01)
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  5. 5

    Neural Network Based Point Spread Function Deconvolution For Astronomical Applications by Hong Wang, Sreevarsha Sreejith, Yuewei Lin, Nesar Ramachandra, Anže Solsar, Shinjae Yoo

    Published in The Open Journal of Astrophysics (2023-08-01)
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  6. 6

    Neural Network Based Point Spread Function Deconvolution For Astronomical Applications by Hong Wang, Sreevarsha Sreejith, Yuewei Lin, Nesar Ramachandra, Anze Slosar, Shinjae Yoo

    Published in The Open Journal of Astrophysics (2023-08-01)
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  7. 7

    Quantum convolutional neural networks for high energy physics data analysis by Samuel Yen-Chi Chen, Tzu-Chieh Wei, Chao Zhang, Haiwang Yu, Shinjae Yoo

    Published in Physical Review Research (2022-03-01)
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  8. 8

    Resolution-enhanced X-ray fluorescence microscopy via deep residual networks by Longlong Wu, Seongmin Bak, Youngho Shin, Yong S. Chu, Shinjae Yoo, Ian K. Robinson, Xiaojing Huang

    Published in npj Computational Materials (2023-03-01)
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  9. 9

    Image Collection Simulation Using High-Resolution Atmospheric Modeling by Andrew Kalukin, Satoshi Endo, Russell Crook, Manoj Mahajan, Robert Fennimore, Alice Cialella, Laurie Gregory, Shinjae Yoo, Wei Xu, Daniel Cisek

    Published in Remote Sensing (2020-10-01)
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  10. 10

    Diagnosis and prognosis of Alzheimer's disease using brain morphometry and white matter connectomes by Yun Wang, Chenxiao Xu, Ji-Hwan Park, Seonjoo Lee, Yaakov Stern, Shinjae Yoo, Jong Hun Kim, Hyoung Seop Kim, Jiook Cha

    Published in NeuroImage: Clinical (2019-01-01)
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  11. 11

    Uncertainty-aware predictions of molecular x-ray absorption spectra using neural network ensembles by Animesh Ghose, Mikhail Segal, Fanchen Meng, Zhu Liang, Mark S. Hybertsen, Xiaohui Qu, Eli Stavitski, Shinjae Yoo, Deyu Lu, Matthew R. Carbone

    Published in Physical Review Research (2023-03-01)
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  12. 12

    Overestimated prediction using polygenic prediction derived from summary statistics by David Keetae Park, Mingshen Chen, Seungsoo Kim, Yoonjung Yoonie Joo, Rebekah K. Loving, Hyoung Seop Kim, Jiook Cha, Shinjae Yoo, Jong Hun Kim

    Published in BMC Genomic Data (2023-09-01)
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  13. 13

    Machine learning prediction of incidence of Alzheimer’s disease using large-scale administrative health data by Ji Hwan Park, Han Eol Cho, Jong Hun Kim, Melanie M. Wall, Yaakov Stern, Hyunsun Lim, Shinjae Yoo, Hyoung Seop Kim, Jiook Cha

    Published in npj Digital Medicine (2020-03-01)
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  14. 14

    Simulated sulfur K-edge X-ray absorption spectroscopy database of lithium thiophosphate solid electrolytes by Haoyue Guo, Matthew R. Carbone, Chuntian Cao, Jianzhou Qu, Yonghua Du, Seong-Min Bak, Conan Weiland, Feng Wang, Shinjae Yoo, Nongnuch Artrith, Alexander Urban, Deyu Lu

    Published in Scientific Data (2023-06-01)
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  15. 15

    Pathway-based analyses of gene expression profiles at low doses of ionizing radiation by Xihaier Luo, Seyednami Niyakan, Patrick Johnstone, Sean McCorkle, Gilchan Park, Vanessa López-Marrero, Shinjae Yoo, Edward R. Dougherty, Xiaoning Qian, Xiaoning Qian, Francis J. Alexander, Shantenu Jha, Shantenu Jha, Byung-Jun Yoon, Byung-Jun Yoon

    Published in Frontiers in Bioinformatics (2024-05-01)
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  16. 16

    Resolving the Solvation Structure and Transport Properties of Aqueous Zinc Electrolytes from Salt-in-Water to Water-in-Salt Using Neural Network Potential by Chuntian Cao, Arun Kingan, Ryan C. Hill, Jason Kuang, Lei Wang, Chunyi Zhang, Matthew R. Carbone, Hubertus van Dam, Shinjae Yoo, Shan Yan, Esther S. Takeuchi, Kenneth J. Takeuchi, Xifan Wu, AM Milinda Abeykoon, Amy C. Marschilok, Deyu Lu

    Published in PRX Energy (2025-04-01)
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  17. 17

    Artificial intelligence to unlock real‐world evidence in clinical oncology: A primer on recent advances by Alex K. Bryant, Rafael Zamora‐Resendiz, Xin Dai, Destinee Morrow, Yuewei Lin, Kassidy M. Jungles, James M. Rae, Akshay Tate, Ashley N. Pearson, Ralph Jiang, Lars Fritsche, Theodore S. Lawrence, Weiping Zou, Matthew Schipper, Nithya Ramnath, Shinjae Yoo, Silvia Crivelli, Michael D. Green

    Published in Cancer Medicine (2024-06-01)
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  18. 18

    Pan‐Cancer Survival Impact of Immune Checkpoint Inhibitors in a National Healthcare System by Sean R. Miller, Matthew Schipper, Lars G. Fritsche, Ralph Jiang, Garth Strohbehn, Erkin Ötleş, Benjamin H. McMahon, Silvia Crivelli, Rafael Zamora‐Resendiz, Nithya Ramnath, Shinjae Yoo, Xin Dai, Kamya Sankar, Donna M. Edwards, Steven G. Allen, Michael D. Green, Alex K. Bryant

    Published in Cancer Medicine (2024-11-01)
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  19. 19

    Application of quantum machine learning using the quantum kernel algorithm on high energy physics analysis at the LHC by Sau Lan Wu, Shaojun Sun, Wen Guan, Chen Zhou, Jay Chan, Chi Lung Cheng, Tuan Pham, Yan Qian, Alex Zeng Wang, Rui Zhang, Miron Livny, Jennifer Glick, Panagiotis Kl. Barkoutsos, Stefan Woerner, Ivano Tavernelli, Federico Carminati, Alberto Di Meglio, Andy C. Y. Li, Joseph Lykken, Panagiotis Spentzouris, Samuel Yen-Chi Chen, Shinjae Yoo, Tzu-Chieh Wei

    Published in Physical Review Research (2021-09-01)
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  20. 20

    Ultrafast Bragg coherent diffraction imaging of epitaxial thin films using deep complex-valued neural networks by Xi Yu, Longlong Wu, Yuewei Lin, Jiecheng Diao, Jialun Liu, Jörg Hallmann, Ulrike Boesenberg, Wei Lu, Johannes Möller, Markus Scholz, Alexey Zozulya, Anders Madsen, Tadesse Assefa, Emil S. Bozin, Yue Cao, Hoydoo You, Dina Sheyfer, Stephan Rosenkranz, Samuel D. Marks, Paul G. Evans, David A. Keen, Xi He, Ivan Božović, Mark P. M. Dean, Shinjae Yoo, Ian K. Robinson

    Published in npj Computational Materials (2024-01-01)
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