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2020 – today
- 2025
[j1]Yuan Ni, Zhantao Chen
, Alexander N. Petsch, Edmund Xu, Cheng Peng, Alexander I. Kolesnikov, Sugata Chowdhury, Arun Bansil, Jana B. Thayer, Joshua J. Turner:
Physics-guided dual implicit neural representations for source separation. Mach. Learn. Sci. Technol. 6(2): 45042 (2025)- [i11]Abhilasha Dave, Cong Wang, James Russell, Ryan Herbst, Jana Thayer:
FPGA-Accelerated SpeckleNN with SNL for Real-time X-ray Single-Particle Imaging. CoRR abs/2502.19734 (2025) - [i10]Aashwin Mishra, Matt Seaberg, Ryan Roussel, Frédéric Poitevin, Jana Thayer, Daniel Ratner, Auralee Edelen, Apurva Mehta:
A Start To End Machine Learning Approach To Maximize Scientific Throughput From The LCLS-II-HE. CoRR abs/2505.23858 (2025) - [i9]Yuan Ni, Zhantao Chen, Alexander N. Petsch, Edmund Xu, Cheng Peng, Alexander I. Kolesnikov, Sugata Chowdhury, Arun Bansil, Jana B. Thayer, Joshua J. Turner:
Physics-Guided Dual Implicit Neural Representations for Source Separation. CoRR abs/2507.05249 (2025) - [i8]Yuan Ni, Zhantao Chen, Cheng Peng, Rajan Plumley, Chun Hong Yoon, Jana B. Thayer, Joshua J. Turner:
Detail Across Scales: Multi-Scale Enhancement for Full Spectrum Neural Representations. CoRR abs/2509.15494 (2025) - [i7]David Rogers, Valerio Mariani, Cong Wang, Ryan N. Coffee, Wilko Kroeger, Murali Shankar, Hans Thorsten Schwander, Tom Beck, Frédéric Poitevin, Jana Thayer:
The LCLStream Ecosystem for Multi-Institutional Dataset Exploration. CoRR abs/2510.04012 (2025) - [i6]Xiang Li, Till Jahnke, Rebecca Boll, Jiaqi Han, Minkai Xu, Michael Meyer, Maria Novella Piancastelli, Daniel Rolles, Artem Rudenko, Florian Trinter, Thomas J. A. Wolf, Jana B. Thayer, James P. Cryan, Stefano Ermon, Phay J. Ho:
Generative Modeling Enables Molecular Structure Retrieval from Coulomb Explosion Imaging. CoRR abs/2511.00179 (2025) - 2023
- [i5]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 abs/2302.06895 (2023) - [i4]Cong Wang, Po-Nan Li, Jana Thayer, Chun Hong Yoon:
PeakNet: Bragg peak finding in X-ray crystallography experiments with U-Net. CoRR abs/2303.15301 (2023) - [i3]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 abs/2311.16652 (2023) - 2022
- [c5]Ahsan Ali, Hemant Sharma, Rajkumar Kettimuthu, Peter Kenesei, Dennis Trujillo, Antonino Miceli, Ian T. Foster, Ryan N. Coffee, Jana Thayer, Zhengchun Liu:
fairDMS: Rapid Model Training by Data and Model Reuse. CLUSTER 2022: 394-405 - [c4]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: 1-9 - [i2]Ahsan Ali, Hemant Sharma, Rajkumar Kettimuthu, Peter Kenesei, Dennis Trujillo, Antonino Miceli, Ian T. Foster, Ryan N. Coffee, Jana Thayer, Zhengchun Liu:
fairDMS: Rapid Model Training by Data and Model Reuse. CoRR abs/2204.09805 (2022) - 2021
- [c3]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:
Bridging Data Center AI Systems with Edge Computing for Actionable Information Retrieval. XLOOP@SC 2021: 15-23 - [i1]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:
Bridge Data Center AI Systems with Edge Computing for Actionable Information Retrieval. CoRR abs/2105.13967 (2021) - 2020
- [c2]Nicholas Schwarz, Stuart Campbell, Alexander Hexemer, Apurva Mehta, Jana Thayer:
Enabling Scientific Discovery at Next-Generation Light Sources with Advanced AI and HPC. SMC 2020: 145-156
2010 – 2019
- 2019
- [c1]Jana Thayer, Clemens Weninger, Seshu Yamajala, Sioan Zohar, Daniel Damiani, Mikhail Dubrovin, Christopher Ford, Wilko Kroeger, Christopher Paul O'Grady, Amedeo Perazzo, Murali Shankar, Matt Weaver:
Data Processing at the Linac Coherent Light Source. XLOOP@SC 2019: 32-37
Coauthor Index
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