Chun Hong Yoon

14 papers Journal 10Unranked 4

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Detail Across Scales: Multi-Scale Enhancement for Full Spectrum Neural Representations. CoRR Yuan Ni, Zhantao Chen, Cheng Peng, Rajan Plumley, Chun Hong Yoon, Jana B. Thayer, Joshua J. Turner
2023	J	`jnl`	Augmenting x-ray single particle imaging reconstruction with self-supervised machine learning. CoRR Zhantao Chen, Cong Wang, Mingye Gao, Chun Hong Yoon, Jana B. Thayer, Joshua J. Turner
2023	J	`jnl`	Bayesian experimental design and parameter estimation for ultrafast spin dynamics. Mach. Learn. Sci. Technol. Zhantao Chen, Cheng Peng, Alexander N. Petsch, Sathya R. Chitturi, Alana Okullo, Sugata Chowdhury, Chun Hong Yoon, Joshua J. Turner
2023	J	`jnl`	Machine learning enabled experimental design and parameter estimation for ultrafast spin dynamics. CoRR Zhantao Chen, Cheng Peng, Alexander N. Petsch, Sathya R. Chitturi, Alana Okullo, Sugata Chowdhury, Chun Hong Yoon, Joshua J. Turner
2023	J	`jnl`	PeakNet: Bragg peak finding in X-ray crystallography experiments with U-Net. CoRR Cong Wang, Po-Nan Li, Jana Thayer, Chun Hong Yoon
2023	J	`jnl`	SpeckleNN: A unified embedding for real-time speckle pattern classification in X-ray single-particle imaging with limited labeled examples. CoRR Cong Wang, Eric Florin, Hsing-Yin Chang, Jana Thayer, Chun Hong Yoon
2022	J	`jnl`	ROIBIN-SZ: Fast and Science-Preserving Compression for Serial Crystallography. CoRR Robert Underwood, Chun Hong Yoon, Ali Murat Gok, Sheng Di, Franck Cappello
2022	—	`conf`	Testing the data framework for an AI algorithm in preparation for high data rate X-ray facilities. XLOOP@SC 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
2021	J	`jnl`	Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval. CoRR Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan N. Coffee, Ryan Herbst, Jana Thayer, Chun Hong Yoon, Ian T. Foster
2021	—	`conf`	Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval. XLOOP@SC Zhengchun Liu, Ahsan Ali, Peter Kenesei, Antonino Miceli, Hemant Sharma, Nicholas Schwarz, Dennis Trujillo, Hyunseung Yoo, Ryan N. Coffee, Naoufal Layad, Jana Thayer, Ryan Herbst, Chun Hong Yoon, Ian T. Foster
2021	—	`conf`	CryoPoseNet: End-to-End Simultaneous Learning of Single-particle Orientation and 3D Map Reconstruction from Cryo-electron Microscopy Data. ICCVW Youssef S. G. Nashed, Frédéric Poitevin, Harshit Gupta, Geoffrey Woollard, Michael Kagan, Chun Hong Yoon, Daniel Ratner
2021	J	`jnl`	Scaling and Acceleration of Three-dimensional Structure Determination for Single-Particle Imaging Experiments with SpiniFEL. CoRR Hsing-Yin Chang, Elliott Slaughter, Seema Mirchandaney, Jeffrey Donatelli, Chun Hong Yoon
2020	—	`conf`	Fluctuation X-ray Scattering real-time app. SciPy Antoine Dujardin, Elliott Slaughter, Jeffrey Donatelli, Peter Zwart, Amedeo Perazzo, Chun Hong Yoon
2019	J	`jnl`	Use cases of lossy compression for floating-point data in scientific data sets. Int. J. High Perform. Comput. Appl. Franck Cappello, Sheng Di, Sihuan Li, Xin Liang, Ali Murat Gok, Dingwen Tao, Chun Hong Yoon, Xin-Chuan Wu, Yuri Alexeev, Frederic T. Chong