Chun Hong Yoon

Publication Activity (10 Years)

Years Active: 2019-2023
Publications (10 Years): 13

Top Topics

Electron Microscopy

Digital X Ray Images

Experimental Designs

Top Venues

Mach. Learn. Sci. Technol.

Publications

Zhantao Chen, Cong Wang, Mingye Gao, Chun Hong Yoon, Jana B. Thayer, Joshua J. Turner
Augmenting x-ray single particle imaging reconstruction with self-supervised machine learning. CoRR (2023)
Zhantao Chen, Cheng Peng, Alexander N. Petsch, Sathya R. Chitturi, Alana Okullo, Sugata Chowdhury, Chun Hong Yoon, Joshua J. Turner
Machine learning enabled experimental design and parameter estimation for ultrafast spin dynamics. CoRR (2023)
Cong Wang, Po-Nan Li, Jana Thayer, Chun Hong Yoon
PeakNet: Bragg peak finding in X-ray crystallography experiments with U-Net. CoRR (2023)
Cong Wang, Eric Florin, Hsing-Yin Chang, Jana Thayer, Chun Hong Yoon
SpeckleNN: A unified embedding for real-time speckle pattern classification in X-ray single-particle imaging with limited labeled examples. CoRR (2023)
Zhantao Chen, Cheng Peng, Alexander N. Petsch, Sathya R. Chitturi, Alana Okullo, Sugata Chowdhury, Chun Hong Yoon, Joshua J. Turner
Bayesian experimental design and parameter estimation for ultrafast spin dynamics. Mach. Learn. Sci. Technol. 4 (4) (2023)
Hongwei Chen, Sathya R. Chitturi, Rajan Plumley, Lingjia Shen, Nathan C. Drucker, Nicolas Burdet, Cheng Peng, Sougata Mardanya, Daniel Ratner, Aashwin Mishra, Chun Hong Yoon, Sanghoon Song, Matthieu Chollet, Gilberto Fabbris, Mike Dunne, Silke Nelson, Mingda Li, Aaron Lindenberg, Chunjing Jia, Youssef Nashed, Arun Bansil, Sugata Chowdhury, Adrian E. Feiguin, Joshua J. Turner, Jana Thayer
Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities. XLOOP@SC (2022)
Robert Underwood, Chun Hong Yoon, Ali Murat Gok, Sheng Di, Franck Cappello
ROIBIN-SZ: Fast and Science-Preserving Compression for Serial Crystallography. CoRR (2022)
Hsing-Yin Chang, Elliott Slaughter, Seema Mirchandaney, Jeffrey Donatelli, Chun Hong Yoon
Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL. CoRR (2021)
Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan Coffee, Naoufal Layad, Jana Thayer, Ryan Herbst, Chun Hong Yoon, Ian T. Foster
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval. XLOOP@SC (2021)
Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chun Hong Yoon, Daniel Ratner
CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data. ICCVW (2021)
Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan Coffee, Ryan Herbst, Jana Thayer, Chun Hong Yoon, Ian T. Foster
Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval. CoRR (2021)
Antoine Dujardin, Elliott Slaugther, Jeffrey Donatelli, Peter Zwart, Amedeo Perazzo, Chun Hong Yoon
Fluctuation X-ray Scattering real-time app. SciPy (2020)
Franck Cappello, Sheng Di, Sihuan Li, Xin Liang, Ali Murat Gok, Dingwen Tao, Chun Hong Yoon, Xin-Chuan Wu, Yuri Alexeev, Frederic T. Chong
Use cases of lossy compression for floating-point data in scientific data sets. Int. J. High Perform. Comput. Appl. 33 (6) (2019)